From 516256a62f0f8fa6639db5f62783695830adbb3f Mon Sep 17 00:00:00 2001 From: Ben Gyori Date: Wed, 12 Jul 2023 23:37:20 -0400 Subject: [PATCH] More fixes and update notebook --- mira/metamodel/ops.py | 39 +- notebooks/hackathon_2023.07/scenario1.ipynb | 1271 ++----------------- 2 files changed, 150 insertions(+), 1160 deletions(-) diff --git a/mira/metamodel/ops.py b/mira/metamodel/ops.py index 24fd30a6c..3aba0d01e 100644 --- a/mira/metamodel/ops.py +++ b/mira/metamodel/ops.py @@ -122,30 +122,25 @@ def stratify( exclude_concepts = set(concepts_to_preserve) | ( concept_names - set(concepts_to_stratify) ) - print(exclude_concepts) for template in template_model.templates: # Generate a derived template for each strata for stratum in strata: - new_template = template.with_context( - do_rename=modify_names, exclude_concepts=exclude_concepts, - **{key: stratum}, - ) - if 'I_undiagnosed' in str(new_template): - print(template) - print(template.controller._base_name) - print(new_template) - print('---') - rewrite_rate_law(template_model=template_model, - old_template=template, - new_template=new_template, - params_count=params_count, - params_to_stratify=params_to_stratify, - params_to_preserve=params_to_preserve) - # parameters = list(template_model.get_parameters_from_rate_law(template.rate_law)) - # if len(parameters) == 1: - # new_template.set_mass_action_rate_law(parameters[0]) - templates.append(new_template) + if set(template.get_concept_names()) - exclude_concepts: + new_template = template.with_context( + do_rename=modify_names, exclude_concepts=exclude_concepts, + **{key: stratum}, + ) + rewrite_rate_law(template_model=template_model, + old_template=template, + new_template=new_template, + params_count=params_count, + params_to_stratify=params_to_stratify, + params_to_preserve=params_to_preserve) + # parameters = list(template_model.get_parameters_from_rate_law(template.rate_law)) + # if len(parameters) == 1: + # new_template.set_mass_action_rate_law(parameters[0]) + templates.append(new_template) # assume all controllers have to get stratified together # and mixing of strata doesn't occur during control @@ -230,8 +225,8 @@ def stratify( new_model = TemplateModel(templates=templates, parameters=parameters, initials=initials, - observables=template_model.observables, - annotations=template_model.annotations, + observables=deepcopy(template_model.observables), + annotations=deepcopy(template_model.annotations), time=template_model.time) # We do this so that any subsequent stratifications will # be agnostic to previous ones diff --git a/notebooks/hackathon_2023.07/scenario1.ipynb b/notebooks/hackathon_2023.07/scenario1.ipynb index 1d3ad23be..cac1cf295 100644 --- a/notebooks/hackathon_2023.07/scenario1.ipynb +++ b/notebooks/hackathon_2023.07/scenario1.ipynb @@ -22,6 +22,7 @@ "outputs": [], "source": [ "import sympy\n", + "import itertools\n", "from mira.metamodel import *\n", "from mira.modeling import Model\n", "from mira.modeling.askenet.petrinet import AskeNetPetriNetModel\n", @@ -351,10 +352,20 @@ ] }, { - "cell_type": "code", - "execution_count": 16, - "id": "10ddfc2a", + "cell_type": "markdown", + "id": "364acd84", "metadata": {}, + "source": [ + "### Stratify by age" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "78caf8ab", + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stdout", @@ -370,56 +381,14 @@ " strata=['young', 'middle_aged', 'old'],\n", " structure=[],\n", " cartesian_control=True,\n", - " params_to_stratify={'kappa'})" + " params_to_stratify={'kappa'})\n", + "tm_age.annotations.name = 'Scenario 1 age stratified'" ] }, { "cell_type": "code", "execution_count": 17, - "id": "f18bed80", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'gamma': Parameter(name='gamma', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'delta': Parameter(name='delta', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'alpha': Parameter(name='alpha', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'rho': Parameter(name='rho', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'N': Parameter(name='N', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'beta_s': Parameter(name='beta_s', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_c': Parameter(name='beta_c', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 't_0': Parameter(name='t_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 'kappa_0': Parameter(name='kappa_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1': Parameter(name='kappa_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2': Parameter(name='kappa_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3': Parameter(name='kappa_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4': Parameter(name='kappa_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5': Parameter(name='kappa_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6': Parameter(name='kappa_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7': Parameter(name='kappa_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8': Parameter(name='kappa_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'k': Parameter(name='k', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1': Parameter(name='k_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_2': Parameter(name='k_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 't_1': Parameter(name='t_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=154.0, distribution=None),\n", - " 'beta_nc': Parameter(name='beta_nc', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.5, distribution=None),\n", - " 'epsilon': Parameter(name='epsilon', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.011111111111111112, distribution=None)}" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tm_age.parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "327e6116", + "id": "1f52f50c", "metadata": { "scrolled": false }, @@ -431,7 +400,7 @@ "" ] }, - "execution_count": 18, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -440,17 +409,25 @@ "GraphicalModel.for_jupyter(tm_age)" ] }, + { + "cell_type": "markdown", + "id": "63d1a0ee", + "metadata": {}, + "source": [ + "### Stratify by diagnosis" + ] + }, { "cell_type": "code", - "execution_count": 19, - "id": "83bc458f", + "execution_count": 18, + "id": "9b42b6cb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'D_young', 'E_old', 'D_old', 'R_old', 'D_middle_aged', 'S_young', 'E_young', 'S_middle_aged', 'R_middle_aged', 'E_middle_aged', 'S_old', 'R_young'}\n" + "{'R_old', 'R_young', 'S_old', 'S_middle_aged', 'R_middle_aged', 'D_old', 'E_old', 'E_middle_aged', 'S_young', 'E_young', 'D_middle_aged', 'D_young'}\n" ] } ], @@ -462,14 +439,17 @@ " directed=True,\n", " concepts_to_stratify={'I_young', 'I_middle_aged', 'I_old'},\n", " params_to_stratify={('kappa_%d' % i) for i in range(9)},\n", - " cartesian_control=True)" + " cartesian_control=False)\n", + "tm_diag.annotations.name = 'Scenario 1 age/diagnosis stratified'" ] }, { "cell_type": "code", - "execution_count": 20, - "id": "6171619e", - "metadata": {}, + "execution_count": 19, + "id": "773e3d1e", + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { @@ -478,7 +458,7 @@ "" ] }, - "execution_count": 20, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -488,78 +468,16 @@ ] }, { - "cell_type": "code", - "execution_count": 22, - "id": "3a331d6b", + "cell_type": "markdown", + "id": "badb07e0", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'gamma': Parameter(name='gamma', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'delta': Parameter(name='delta', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'alpha': Parameter(name='alpha', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'rho': Parameter(name='rho', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'N': Parameter(name='N', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'beta_s': Parameter(name='beta_s', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_c': Parameter(name='beta_c', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 't_0': Parameter(name='t_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 'kappa_0_0': Parameter(name='kappa_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_1': Parameter(name='kappa_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_2': Parameter(name='kappa_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_3': Parameter(name='kappa_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_0': Parameter(name='kappa_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_1': Parameter(name='kappa_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_2': Parameter(name='kappa_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_3': Parameter(name='kappa_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_0': Parameter(name='kappa_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_1': Parameter(name='kappa_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_2': Parameter(name='kappa_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_3': Parameter(name='kappa_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_0': Parameter(name='kappa_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_1': Parameter(name='kappa_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_2': Parameter(name='kappa_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_3': Parameter(name='kappa_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_0': Parameter(name='kappa_4_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_1': Parameter(name='kappa_4_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_2': Parameter(name='kappa_4_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_3': Parameter(name='kappa_4_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_0': Parameter(name='kappa_5_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_1': Parameter(name='kappa_5_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_2': Parameter(name='kappa_5_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_3': Parameter(name='kappa_5_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_0': Parameter(name='kappa_6_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_1': Parameter(name='kappa_6_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_2': Parameter(name='kappa_6_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_3': Parameter(name='kappa_6_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_0': Parameter(name='kappa_7_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_1': Parameter(name='kappa_7_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_2': Parameter(name='kappa_7_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_3': Parameter(name='kappa_7_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_0': Parameter(name='kappa_8_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_1': Parameter(name='kappa_8_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_2': Parameter(name='kappa_8_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_3': Parameter(name='kappa_8_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'k': Parameter(name='k', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1': Parameter(name='k_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_2': Parameter(name='k_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 't_1': Parameter(name='t_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=154.0, distribution=None),\n", - " 'beta_nc': Parameter(name='beta_nc', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.5, distribution=None),\n", - " 'epsilon': Parameter(name='epsilon', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.011111111111111112, distribution=None)}" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "tm_diag.parameters" + "### Stratify by vaccination status" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 20, "id": "3c2a2909", "metadata": {}, "outputs": [ @@ -567,7 +485,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'D_middle_aged', 'D_old', 'D_young'}\n" + "{'D_old', 'D_middle_aged', 'D_young'}\n" ] } ], @@ -578,14 +496,15 @@ " structure=[['u', 'v']],\n", " directed=True,\n", " cartesian_control=True,\n", - " params_to_stratify={}\n", - " concepts_to_preserve={'D_young', 'D_middle_aged', 'D_old'})" + " params_to_stratify={'kappa_%d_%d' % (i, j) for i, j in itertools.product(range(9), range(2))},\n", + " concepts_to_preserve={'D_young', 'D_middle_aged', 'D_old'})\n", + "tm_vax.annotations.name = 'Scenario 1 age/diagnosis/vax stratified'" ] }, { "cell_type": "code", - "execution_count": 25, - "id": "1a79ba36", + "execution_count": 21, + "id": "8b7b2919", "metadata": {}, "outputs": [ { @@ -595,7 +514,7 @@ "" ] }, - "execution_count": 25, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -606,1032 +525,108 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "a31d3992", + "execution_count": 22, + "id": "04d2c30d", "metadata": {}, "outputs": [ { "data": { + "text/html": [ + "
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Model#templates#params
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1Scenario 1 age stratified1823
2Scenario 1 age/diagnosis stratified3932
3Scenario 1 age/diagnosis/vax stratified12986
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" + ], "text/plain": [ - "{'gamma_0': Parameter(name='gamma_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_1': Parameter(name='gamma_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_2': Parameter(name='gamma_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_3': Parameter(name='gamma_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_4': Parameter(name='gamma_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_5': Parameter(name='gamma_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_6': Parameter(name='gamma_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_7': Parameter(name='gamma_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_8': Parameter(name='gamma_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_9': Parameter(name='gamma_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_10': Parameter(name='gamma_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'gamma_11': Parameter(name='gamma_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.09090909090909091, distribution=None),\n", - " 'delta_0': Parameter(name='delta_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_1': Parameter(name='delta_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_2': Parameter(name='delta_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_3': Parameter(name='delta_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_4': Parameter(name='delta_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_5': Parameter(name='delta_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_6': Parameter(name='delta_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_7': Parameter(name='delta_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_8': Parameter(name='delta_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_9': Parameter(name='delta_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_10': Parameter(name='delta_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'delta_11': Parameter(name='delta_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.2, distribution=None),\n", - " 'alpha_0': Parameter(name='alpha_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_1': Parameter(name='alpha_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_2': Parameter(name='alpha_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_3': Parameter(name='alpha_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_4': Parameter(name='alpha_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_5': Parameter(name='alpha_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_6': Parameter(name='alpha_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_7': Parameter(name='alpha_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_8': Parameter(name='alpha_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_9': Parameter(name='alpha_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_10': Parameter(name='alpha_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_11': Parameter(name='alpha_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_12': Parameter(name='alpha_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_13': Parameter(name='alpha_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_14': Parameter(name='alpha_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_15': Parameter(name='alpha_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_16': Parameter(name='alpha_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_17': Parameter(name='alpha_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_18': Parameter(name='alpha_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_19': Parameter(name='alpha_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_20': Parameter(name='alpha_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_21': Parameter(name='alpha_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_22': Parameter(name='alpha_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'alpha_23': Parameter(name='alpha_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=6.4e-05, distribution=None),\n", - " 'rho_0': Parameter(name='rho_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_1': Parameter(name='rho_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_2': Parameter(name='rho_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_3': Parameter(name='rho_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_4': Parameter(name='rho_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_5': Parameter(name='rho_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_6': Parameter(name='rho_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_7': Parameter(name='rho_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_8': Parameter(name='rho_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_9': Parameter(name='rho_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_10': Parameter(name='rho_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'rho_11': Parameter(name='rho_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.1111111111111111, distribution=None),\n", - " 'N_0': Parameter(name='N_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_1': Parameter(name='N_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_2': Parameter(name='N_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_3': Parameter(name='N_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_4': Parameter(name='N_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_5': Parameter(name='N_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_6': Parameter(name='N_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_7': Parameter(name='N_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_8': Parameter(name='N_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_9': Parameter(name='N_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_10': Parameter(name='N_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_11': Parameter(name='N_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_12': Parameter(name='N_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_13': Parameter(name='N_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_14': Parameter(name='N_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_15': Parameter(name='N_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_16': Parameter(name='N_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_17': Parameter(name='N_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_18': Parameter(name='N_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_19': Parameter(name='N_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_20': Parameter(name='N_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_21': Parameter(name='N_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_22': Parameter(name='N_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_23': Parameter(name='N_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_24': Parameter(name='N_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_25': Parameter(name='N_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_26': Parameter(name='N_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_27': Parameter(name='N_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_28': Parameter(name='N_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_29': Parameter(name='N_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_30': Parameter(name='N_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_31': Parameter(name='N_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_32': Parameter(name='N_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_33': Parameter(name='N_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_34': Parameter(name='N_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_35': Parameter(name='N_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_36': Parameter(name='N_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_37': Parameter(name='N_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_38': Parameter(name='N_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_39': Parameter(name='N_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_40': Parameter(name='N_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_41': Parameter(name='N_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_42': Parameter(name='N_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_43': Parameter(name='N_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_44': Parameter(name='N_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_45': Parameter(name='N_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_46': Parameter(name='N_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_47': Parameter(name='N_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_48': Parameter(name='N_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_49': Parameter(name='N_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_50': Parameter(name='N_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_51': Parameter(name='N_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_52': Parameter(name='N_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_53': Parameter(name='N_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_54': Parameter(name='N_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_55': Parameter(name='N_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_56': Parameter(name='N_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_57': Parameter(name='N_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_58': Parameter(name='N_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_59': Parameter(name='N_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_60': Parameter(name='N_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_61': Parameter(name='N_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_62': Parameter(name='N_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_63': Parameter(name='N_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_64': Parameter(name='N_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_65': Parameter(name='N_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_66': Parameter(name='N_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_67': Parameter(name='N_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_68': Parameter(name='N_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_69': Parameter(name='N_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_70': Parameter(name='N_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_71': Parameter(name='N_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_72': Parameter(name='N_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_73': Parameter(name='N_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_74': Parameter(name='N_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_75': Parameter(name='N_75', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_76': Parameter(name='N_76', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_77': Parameter(name='N_77', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_78': Parameter(name='N_78', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_79': Parameter(name='N_79', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_80': Parameter(name='N_80', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_81': Parameter(name='N_81', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_82': Parameter(name='N_82', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_83': Parameter(name='N_83', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_84': Parameter(name='N_84', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_85': Parameter(name='N_85', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_86': Parameter(name='N_86', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_87': Parameter(name='N_87', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_88': Parameter(name='N_88', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_89': Parameter(name='N_89', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_90': Parameter(name='N_90', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_91': Parameter(name='N_91', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_92': Parameter(name='N_92', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_93': Parameter(name='N_93', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_94': Parameter(name='N_94', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_95': Parameter(name='N_95', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_96': Parameter(name='N_96', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_97': Parameter(name='N_97', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_98': Parameter(name='N_98', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_99': Parameter(name='N_99', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_100': Parameter(name='N_100', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_101': Parameter(name='N_101', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_102': Parameter(name='N_102', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_103': Parameter(name='N_103', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_104': Parameter(name='N_104', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_105': Parameter(name='N_105', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_106': Parameter(name='N_106', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_107': Parameter(name='N_107', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_108': Parameter(name='N_108', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_109': Parameter(name='N_109', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_110': Parameter(name='N_110', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_111': Parameter(name='N_111', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_112': Parameter(name='N_112', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_113': Parameter(name='N_113', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_114': Parameter(name='N_114', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_115': Parameter(name='N_115', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_116': Parameter(name='N_116', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_117': Parameter(name='N_117', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_118': Parameter(name='N_118', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_119': Parameter(name='N_119', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_120': Parameter(name='N_120', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_121': Parameter(name='N_121', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_122': Parameter(name='N_122', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_123': Parameter(name='N_123', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_124': Parameter(name='N_124', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_125': Parameter(name='N_125', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_126': Parameter(name='N_126', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_127': Parameter(name='N_127', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_128': Parameter(name='N_128', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_129': Parameter(name='N_129', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_130': Parameter(name='N_130', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_131': Parameter(name='N_131', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_132': Parameter(name='N_132', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_133': Parameter(name='N_133', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_134': Parameter(name='N_134', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_135': Parameter(name='N_135', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_136': Parameter(name='N_136', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_137': Parameter(name='N_137', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_138': Parameter(name='N_138', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_139': Parameter(name='N_139', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_140': Parameter(name='N_140', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_141': Parameter(name='N_141', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_142': Parameter(name='N_142', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'N_143': Parameter(name='N_143', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'beta_s_0': Parameter(name='beta_s_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_1': Parameter(name='beta_s_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_2': Parameter(name='beta_s_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_3': Parameter(name='beta_s_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_4': Parameter(name='beta_s_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_5': Parameter(name='beta_s_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_6': Parameter(name='beta_s_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_7': Parameter(name='beta_s_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_8': Parameter(name='beta_s_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_9': Parameter(name='beta_s_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_10': Parameter(name='beta_s_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_11': Parameter(name='beta_s_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_12': Parameter(name='beta_s_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_13': Parameter(name='beta_s_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_14': Parameter(name='beta_s_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_15': Parameter(name='beta_s_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_16': Parameter(name='beta_s_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_17': Parameter(name='beta_s_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_18': Parameter(name='beta_s_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_19': Parameter(name='beta_s_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_20': Parameter(name='beta_s_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_21': Parameter(name='beta_s_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_22': Parameter(name='beta_s_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_23': Parameter(name='beta_s_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_24': Parameter(name='beta_s_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_25': Parameter(name='beta_s_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_26': Parameter(name='beta_s_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_27': Parameter(name='beta_s_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_28': Parameter(name='beta_s_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_29': Parameter(name='beta_s_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_30': Parameter(name='beta_s_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_31': Parameter(name='beta_s_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_32': Parameter(name='beta_s_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_33': Parameter(name='beta_s_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_34': Parameter(name='beta_s_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_35': Parameter(name='beta_s_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_36': Parameter(name='beta_s_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_37': Parameter(name='beta_s_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_38': Parameter(name='beta_s_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_39': Parameter(name='beta_s_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_40': Parameter(name='beta_s_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_41': Parameter(name='beta_s_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_42': Parameter(name='beta_s_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_43': Parameter(name='beta_s_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_44': Parameter(name='beta_s_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_45': Parameter(name='beta_s_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_46': Parameter(name='beta_s_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_47': Parameter(name='beta_s_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_48': Parameter(name='beta_s_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_49': Parameter(name='beta_s_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_50': Parameter(name='beta_s_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_51': Parameter(name='beta_s_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_52': Parameter(name='beta_s_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_53': Parameter(name='beta_s_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_54': Parameter(name='beta_s_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_55': Parameter(name='beta_s_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_56': Parameter(name='beta_s_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_57': Parameter(name='beta_s_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_58': Parameter(name='beta_s_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_59': Parameter(name='beta_s_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_60': Parameter(name='beta_s_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_61': Parameter(name='beta_s_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_62': Parameter(name='beta_s_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_63': Parameter(name='beta_s_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_64': Parameter(name='beta_s_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_65': Parameter(name='beta_s_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_66': Parameter(name='beta_s_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_67': Parameter(name='beta_s_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_68': Parameter(name='beta_s_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_69': Parameter(name='beta_s_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_70': Parameter(name='beta_s_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_71': Parameter(name='beta_s_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_72': Parameter(name='beta_s_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_73': Parameter(name='beta_s_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_74': Parameter(name='beta_s_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_75': Parameter(name='beta_s_75', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_76': Parameter(name='beta_s_76', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_77': Parameter(name='beta_s_77', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_78': Parameter(name='beta_s_78', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_79': Parameter(name='beta_s_79', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_80': Parameter(name='beta_s_80', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_81': Parameter(name='beta_s_81', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_82': Parameter(name='beta_s_82', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_83': Parameter(name='beta_s_83', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_84': Parameter(name='beta_s_84', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_85': Parameter(name='beta_s_85', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_86': Parameter(name='beta_s_86', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_87': Parameter(name='beta_s_87', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_88': Parameter(name='beta_s_88', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_89': Parameter(name='beta_s_89', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_90': Parameter(name='beta_s_90', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_91': Parameter(name='beta_s_91', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_92': Parameter(name='beta_s_92', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_93': Parameter(name='beta_s_93', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_94': Parameter(name='beta_s_94', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_95': Parameter(name='beta_s_95', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_96': Parameter(name='beta_s_96', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_97': Parameter(name='beta_s_97', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_98': Parameter(name='beta_s_98', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_99': Parameter(name='beta_s_99', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_100': Parameter(name='beta_s_100', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_101': Parameter(name='beta_s_101', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_102': Parameter(name='beta_s_102', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_103': Parameter(name='beta_s_103', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_104': Parameter(name='beta_s_104', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_105': Parameter(name='beta_s_105', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_106': Parameter(name='beta_s_106', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_107': Parameter(name='beta_s_107', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_108': Parameter(name='beta_s_108', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_109': Parameter(name='beta_s_109', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_110': Parameter(name='beta_s_110', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_111': Parameter(name='beta_s_111', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_112': Parameter(name='beta_s_112', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_113': Parameter(name='beta_s_113', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_114': Parameter(name='beta_s_114', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_115': Parameter(name='beta_s_115', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_116': Parameter(name='beta_s_116', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_117': Parameter(name='beta_s_117', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_118': Parameter(name='beta_s_118', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_119': Parameter(name='beta_s_119', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_120': Parameter(name='beta_s_120', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_121': Parameter(name='beta_s_121', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_122': Parameter(name='beta_s_122', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_123': Parameter(name='beta_s_123', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_124': Parameter(name='beta_s_124', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_125': Parameter(name='beta_s_125', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_126': Parameter(name='beta_s_126', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_127': Parameter(name='beta_s_127', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_128': Parameter(name='beta_s_128', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_129': Parameter(name='beta_s_129', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_130': Parameter(name='beta_s_130', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_131': Parameter(name='beta_s_131', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_132': Parameter(name='beta_s_132', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_133': Parameter(name='beta_s_133', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_134': Parameter(name='beta_s_134', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_135': Parameter(name='beta_s_135', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_136': Parameter(name='beta_s_136', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_137': Parameter(name='beta_s_137', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_138': Parameter(name='beta_s_138', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_139': Parameter(name='beta_s_139', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_140': Parameter(name='beta_s_140', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_141': Parameter(name='beta_s_141', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_142': Parameter(name='beta_s_142', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_s_143': Parameter(name='beta_s_143', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=1.0, distribution=None),\n", - " 'beta_c_0': Parameter(name='beta_c_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_1': Parameter(name='beta_c_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_2': Parameter(name='beta_c_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_3': Parameter(name='beta_c_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_4': Parameter(name='beta_c_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_5': Parameter(name='beta_c_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_6': Parameter(name='beta_c_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_7': Parameter(name='beta_c_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_8': Parameter(name='beta_c_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_9': Parameter(name='beta_c_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_10': Parameter(name='beta_c_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_11': Parameter(name='beta_c_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_12': Parameter(name='beta_c_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_13': Parameter(name='beta_c_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_14': Parameter(name='beta_c_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_15': Parameter(name='beta_c_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_16': Parameter(name='beta_c_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_17': Parameter(name='beta_c_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_18': Parameter(name='beta_c_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_19': Parameter(name='beta_c_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_20': Parameter(name='beta_c_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_21': Parameter(name='beta_c_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_22': Parameter(name='beta_c_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_23': Parameter(name='beta_c_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_24': Parameter(name='beta_c_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_25': Parameter(name='beta_c_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_26': Parameter(name='beta_c_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_27': Parameter(name='beta_c_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_28': Parameter(name='beta_c_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_29': Parameter(name='beta_c_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_30': Parameter(name='beta_c_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_31': Parameter(name='beta_c_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_32': Parameter(name='beta_c_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_33': Parameter(name='beta_c_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_34': Parameter(name='beta_c_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_35': Parameter(name='beta_c_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_36': Parameter(name='beta_c_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_37': Parameter(name='beta_c_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_38': Parameter(name='beta_c_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_39': Parameter(name='beta_c_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_40': Parameter(name='beta_c_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_41': Parameter(name='beta_c_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_42': Parameter(name='beta_c_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_43': Parameter(name='beta_c_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_44': Parameter(name='beta_c_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_45': Parameter(name='beta_c_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_46': Parameter(name='beta_c_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_47': Parameter(name='beta_c_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_48': Parameter(name='beta_c_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_49': Parameter(name='beta_c_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_50': Parameter(name='beta_c_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_51': Parameter(name='beta_c_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_52': Parameter(name='beta_c_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_53': Parameter(name='beta_c_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_54': Parameter(name='beta_c_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_55': Parameter(name='beta_c_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_56': Parameter(name='beta_c_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_57': Parameter(name='beta_c_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_58': Parameter(name='beta_c_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_59': Parameter(name='beta_c_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_60': Parameter(name='beta_c_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_61': Parameter(name='beta_c_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_62': Parameter(name='beta_c_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_63': Parameter(name='beta_c_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_64': Parameter(name='beta_c_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_65': Parameter(name='beta_c_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_66': Parameter(name='beta_c_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_67': Parameter(name='beta_c_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_68': Parameter(name='beta_c_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_69': Parameter(name='beta_c_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_70': Parameter(name='beta_c_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_71': Parameter(name='beta_c_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_72': Parameter(name='beta_c_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_73': Parameter(name='beta_c_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_74': Parameter(name='beta_c_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_75': Parameter(name='beta_c_75', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_76': Parameter(name='beta_c_76', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_77': Parameter(name='beta_c_77', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_78': Parameter(name='beta_c_78', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_79': Parameter(name='beta_c_79', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_80': Parameter(name='beta_c_80', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_81': Parameter(name='beta_c_81', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_82': Parameter(name='beta_c_82', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_83': Parameter(name='beta_c_83', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_84': Parameter(name='beta_c_84', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_85': Parameter(name='beta_c_85', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_86': Parameter(name='beta_c_86', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_87': Parameter(name='beta_c_87', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_88': Parameter(name='beta_c_88', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_89': Parameter(name='beta_c_89', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_90': Parameter(name='beta_c_90', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_91': Parameter(name='beta_c_91', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_92': Parameter(name='beta_c_92', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_93': Parameter(name='beta_c_93', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_94': Parameter(name='beta_c_94', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_95': Parameter(name='beta_c_95', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_96': Parameter(name='beta_c_96', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_97': Parameter(name='beta_c_97', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_98': Parameter(name='beta_c_98', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_99': Parameter(name='beta_c_99', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_100': Parameter(name='beta_c_100', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_101': Parameter(name='beta_c_101', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_102': Parameter(name='beta_c_102', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_103': Parameter(name='beta_c_103', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_104': Parameter(name='beta_c_104', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_105': Parameter(name='beta_c_105', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_106': Parameter(name='beta_c_106', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_107': Parameter(name='beta_c_107', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_108': Parameter(name='beta_c_108', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_109': Parameter(name='beta_c_109', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_110': Parameter(name='beta_c_110', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_111': Parameter(name='beta_c_111', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_112': Parameter(name='beta_c_112', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_113': Parameter(name='beta_c_113', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_114': Parameter(name='beta_c_114', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_115': Parameter(name='beta_c_115', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_116': Parameter(name='beta_c_116', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_117': Parameter(name='beta_c_117', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_118': Parameter(name='beta_c_118', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_119': Parameter(name='beta_c_119', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_120': Parameter(name='beta_c_120', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_121': Parameter(name='beta_c_121', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_122': Parameter(name='beta_c_122', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_123': Parameter(name='beta_c_123', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_124': Parameter(name='beta_c_124', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_125': Parameter(name='beta_c_125', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_126': Parameter(name='beta_c_126', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_127': Parameter(name='beta_c_127', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_128': Parameter(name='beta_c_128', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_129': Parameter(name='beta_c_129', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_130': Parameter(name='beta_c_130', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_131': Parameter(name='beta_c_131', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_132': Parameter(name='beta_c_132', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_133': Parameter(name='beta_c_133', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_134': Parameter(name='beta_c_134', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_135': Parameter(name='beta_c_135', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_136': Parameter(name='beta_c_136', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_137': Parameter(name='beta_c_137', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_138': Parameter(name='beta_c_138', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_139': Parameter(name='beta_c_139', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_140': Parameter(name='beta_c_140', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_141': Parameter(name='beta_c_141', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_142': Parameter(name='beta_c_142', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 'beta_c_143': Parameter(name='beta_c_143', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.4, distribution=None),\n", - " 't_0_0': Parameter(name='t_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_1': Parameter(name='t_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_2': Parameter(name='t_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_3': Parameter(name='t_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_4': Parameter(name='t_0_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_5': Parameter(name='t_0_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_6': Parameter(name='t_0_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_7': Parameter(name='t_0_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_8': Parameter(name='t_0_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_9': Parameter(name='t_0_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_10': Parameter(name='t_0_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_11': Parameter(name='t_0_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_12': Parameter(name='t_0_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_13': Parameter(name='t_0_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_14': Parameter(name='t_0_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_15': Parameter(name='t_0_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_16': Parameter(name='t_0_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_17': Parameter(name='t_0_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_18': Parameter(name='t_0_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_19': Parameter(name='t_0_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_20': Parameter(name='t_0_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_21': Parameter(name='t_0_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_22': Parameter(name='t_0_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_23': Parameter(name='t_0_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_24': Parameter(name='t_0_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_25': Parameter(name='t_0_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_26': Parameter(name='t_0_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_27': Parameter(name='t_0_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_28': Parameter(name='t_0_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_29': Parameter(name='t_0_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_30': Parameter(name='t_0_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_31': Parameter(name='t_0_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_32': Parameter(name='t_0_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_33': Parameter(name='t_0_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_34': Parameter(name='t_0_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_35': Parameter(name='t_0_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_36': Parameter(name='t_0_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_37': Parameter(name='t_0_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_38': Parameter(name='t_0_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_39': Parameter(name='t_0_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_40': Parameter(name='t_0_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_41': Parameter(name='t_0_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_42': Parameter(name='t_0_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_43': Parameter(name='t_0_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_44': Parameter(name='t_0_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_45': Parameter(name='t_0_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_46': Parameter(name='t_0_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_47': Parameter(name='t_0_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_48': Parameter(name='t_0_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_49': Parameter(name='t_0_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_50': Parameter(name='t_0_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_51': Parameter(name='t_0_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_52': Parameter(name='t_0_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_53': Parameter(name='t_0_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_54': Parameter(name='t_0_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_55': Parameter(name='t_0_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_56': Parameter(name='t_0_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_57': Parameter(name='t_0_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_58': Parameter(name='t_0_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_59': Parameter(name='t_0_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_60': Parameter(name='t_0_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_61': Parameter(name='t_0_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_62': Parameter(name='t_0_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_63': Parameter(name='t_0_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_64': Parameter(name='t_0_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_65': Parameter(name='t_0_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_66': Parameter(name='t_0_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_67': Parameter(name='t_0_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_68': Parameter(name='t_0_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_69': Parameter(name='t_0_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_70': Parameter(name='t_0_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_71': Parameter(name='t_0_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_72': Parameter(name='t_0_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_73': Parameter(name='t_0_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_74': Parameter(name='t_0_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_75': Parameter(name='t_0_75', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_76': Parameter(name='t_0_76', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_77': Parameter(name='t_0_77', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_78': Parameter(name='t_0_78', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_79': Parameter(name='t_0_79', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_80': Parameter(name='t_0_80', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_81': Parameter(name='t_0_81', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_82': Parameter(name='t_0_82', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_83': Parameter(name='t_0_83', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_84': Parameter(name='t_0_84', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_85': Parameter(name='t_0_85', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_86': Parameter(name='t_0_86', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_87': Parameter(name='t_0_87', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_88': Parameter(name='t_0_88', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_89': Parameter(name='t_0_89', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_90': Parameter(name='t_0_90', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_91': Parameter(name='t_0_91', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_92': Parameter(name='t_0_92', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_93': Parameter(name='t_0_93', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_94': Parameter(name='t_0_94', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_95': Parameter(name='t_0_95', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_96': Parameter(name='t_0_96', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_97': Parameter(name='t_0_97', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_98': Parameter(name='t_0_98', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_99': Parameter(name='t_0_99', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_100': Parameter(name='t_0_100', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_101': Parameter(name='t_0_101', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_102': Parameter(name='t_0_102', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_103': Parameter(name='t_0_103', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_104': Parameter(name='t_0_104', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_105': Parameter(name='t_0_105', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_106': Parameter(name='t_0_106', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_107': Parameter(name='t_0_107', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_108': Parameter(name='t_0_108', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_109': Parameter(name='t_0_109', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_110': Parameter(name='t_0_110', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_111': Parameter(name='t_0_111', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_112': Parameter(name='t_0_112', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_113': Parameter(name='t_0_113', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_114': Parameter(name='t_0_114', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_115': Parameter(name='t_0_115', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_116': Parameter(name='t_0_116', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_117': Parameter(name='t_0_117', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_118': Parameter(name='t_0_118', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_119': Parameter(name='t_0_119', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_120': Parameter(name='t_0_120', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_121': Parameter(name='t_0_121', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_122': Parameter(name='t_0_122', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_123': Parameter(name='t_0_123', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_124': Parameter(name='t_0_124', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_125': Parameter(name='t_0_125', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_126': Parameter(name='t_0_126', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_127': Parameter(name='t_0_127', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_128': Parameter(name='t_0_128', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_129': Parameter(name='t_0_129', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_130': Parameter(name='t_0_130', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_131': Parameter(name='t_0_131', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_132': Parameter(name='t_0_132', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_133': Parameter(name='t_0_133', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_134': Parameter(name='t_0_134', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_135': Parameter(name='t_0_135', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_136': Parameter(name='t_0_136', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_137': Parameter(name='t_0_137', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_138': Parameter(name='t_0_138', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_139': Parameter(name='t_0_139', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_140': Parameter(name='t_0_140', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_141': Parameter(name='t_0_141', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_142': Parameter(name='t_0_142', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 't_0_143': Parameter(name='t_0_143', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=day), value=89.0, distribution=None),\n", - " 'kappa_0_0_0': Parameter(name='kappa_0_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_0_1': Parameter(name='kappa_0_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_0_2': Parameter(name='kappa_0_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_0_3': Parameter(name='kappa_0_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_1_0': Parameter(name='kappa_0_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_1_1': Parameter(name='kappa_0_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_1_2': Parameter(name='kappa_0_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_1_3': Parameter(name='kappa_0_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_2_0': Parameter(name='kappa_0_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_2_1': Parameter(name='kappa_0_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_2_2': Parameter(name='kappa_0_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_2_3': Parameter(name='kappa_0_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_3_0': Parameter(name='kappa_0_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_3_1': Parameter(name='kappa_0_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_3_2': Parameter(name='kappa_0_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_0_3_3': Parameter(name='kappa_0_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_0_0': Parameter(name='kappa_1_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_0_1': Parameter(name='kappa_1_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_0_2': Parameter(name='kappa_1_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_0_3': Parameter(name='kappa_1_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_1_0': Parameter(name='kappa_1_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_1_1': Parameter(name='kappa_1_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_1_2': Parameter(name='kappa_1_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_1_3': Parameter(name='kappa_1_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_2_0': Parameter(name='kappa_1_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_2_1': Parameter(name='kappa_1_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_2_2': Parameter(name='kappa_1_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_2_3': Parameter(name='kappa_1_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_3_0': Parameter(name='kappa_1_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_3_1': Parameter(name='kappa_1_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_3_2': Parameter(name='kappa_1_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_1_3_3': Parameter(name='kappa_1_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_0_0': Parameter(name='kappa_2_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_0_1': Parameter(name='kappa_2_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_0_2': Parameter(name='kappa_2_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_0_3': Parameter(name='kappa_2_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_1_0': Parameter(name='kappa_2_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_1_1': Parameter(name='kappa_2_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_1_2': Parameter(name='kappa_2_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_1_3': Parameter(name='kappa_2_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_2_0': Parameter(name='kappa_2_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_2_1': Parameter(name='kappa_2_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_2_2': Parameter(name='kappa_2_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_2_3': Parameter(name='kappa_2_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_3_0': Parameter(name='kappa_2_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_3_1': Parameter(name='kappa_2_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_3_2': Parameter(name='kappa_2_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_2_3_3': Parameter(name='kappa_2_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_0_0': Parameter(name='kappa_3_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_0_1': Parameter(name='kappa_3_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_0_2': Parameter(name='kappa_3_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_0_3': Parameter(name='kappa_3_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_1_0': Parameter(name='kappa_3_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_1_1': Parameter(name='kappa_3_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_1_2': Parameter(name='kappa_3_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_1_3': Parameter(name='kappa_3_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_2_0': Parameter(name='kappa_3_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_2_1': Parameter(name='kappa_3_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_2_2': Parameter(name='kappa_3_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_2_3': Parameter(name='kappa_3_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_3_0': Parameter(name='kappa_3_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_3_1': Parameter(name='kappa_3_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_3_2': Parameter(name='kappa_3_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_3_3_3': Parameter(name='kappa_3_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_0_0': Parameter(name='kappa_4_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_0_1': Parameter(name='kappa_4_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_0_2': Parameter(name='kappa_4_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_0_3': Parameter(name='kappa_4_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_1_0': Parameter(name='kappa_4_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_1_1': Parameter(name='kappa_4_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_1_2': Parameter(name='kappa_4_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_1_3': Parameter(name='kappa_4_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_2_0': Parameter(name='kappa_4_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_2_1': Parameter(name='kappa_4_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_2_2': Parameter(name='kappa_4_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_2_3': Parameter(name='kappa_4_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_3_0': Parameter(name='kappa_4_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_3_1': Parameter(name='kappa_4_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_3_2': Parameter(name='kappa_4_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_4_3_3': Parameter(name='kappa_4_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_0_0': Parameter(name='kappa_5_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_0_1': Parameter(name='kappa_5_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_0_2': Parameter(name='kappa_5_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_0_3': Parameter(name='kappa_5_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_1_0': Parameter(name='kappa_5_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_1_1': Parameter(name='kappa_5_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_1_2': Parameter(name='kappa_5_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_1_3': Parameter(name='kappa_5_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_2_0': Parameter(name='kappa_5_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_2_1': Parameter(name='kappa_5_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_2_2': Parameter(name='kappa_5_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_2_3': Parameter(name='kappa_5_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_3_0': Parameter(name='kappa_5_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_3_1': Parameter(name='kappa_5_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_3_2': Parameter(name='kappa_5_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_5_3_3': Parameter(name='kappa_5_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_0_0': Parameter(name='kappa_6_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_0_1': Parameter(name='kappa_6_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_0_2': Parameter(name='kappa_6_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_0_3': Parameter(name='kappa_6_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_1_0': Parameter(name='kappa_6_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_1_1': Parameter(name='kappa_6_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_1_2': Parameter(name='kappa_6_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_1_3': Parameter(name='kappa_6_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_2_0': Parameter(name='kappa_6_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_2_1': Parameter(name='kappa_6_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_2_2': Parameter(name='kappa_6_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_2_3': Parameter(name='kappa_6_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_3_0': Parameter(name='kappa_6_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_3_1': Parameter(name='kappa_6_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_3_2': Parameter(name='kappa_6_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_6_3_3': Parameter(name='kappa_6_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_0_0': Parameter(name='kappa_7_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_0_1': Parameter(name='kappa_7_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_0_2': Parameter(name='kappa_7_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_0_3': Parameter(name='kappa_7_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_1_0': Parameter(name='kappa_7_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_1_1': Parameter(name='kappa_7_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_1_2': Parameter(name='kappa_7_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_1_3': Parameter(name='kappa_7_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_2_0': Parameter(name='kappa_7_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_2_1': Parameter(name='kappa_7_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_2_2': Parameter(name='kappa_7_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_2_3': Parameter(name='kappa_7_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_3_0': Parameter(name='kappa_7_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_3_1': Parameter(name='kappa_7_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_3_2': Parameter(name='kappa_7_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_7_3_3': Parameter(name='kappa_7_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_0_0': Parameter(name='kappa_8_0_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_0_1': Parameter(name='kappa_8_0_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_0_2': Parameter(name='kappa_8_0_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_0_3': Parameter(name='kappa_8_0_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_1_0': Parameter(name='kappa_8_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_1_1': Parameter(name='kappa_8_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_1_2': Parameter(name='kappa_8_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_1_3': Parameter(name='kappa_8_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_2_0': Parameter(name='kappa_8_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_2_1': Parameter(name='kappa_8_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_2_2': Parameter(name='kappa_8_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_2_3': Parameter(name='kappa_8_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_3_0': Parameter(name='kappa_8_3_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_3_1': Parameter(name='kappa_8_3_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_3_2': Parameter(name='kappa_8_3_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'kappa_8_3_3': Parameter(name='kappa_8_3_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1/day), value=0.45454545454545453, distribution=None),\n", - " 'k': Parameter(name='k', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_0': Parameter(name='k_1_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_1': Parameter(name='k_1_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_2': Parameter(name='k_1_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_3': Parameter(name='k_1_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_4': Parameter(name='k_1_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_5': Parameter(name='k_1_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_6': Parameter(name='k_1_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_7': Parameter(name='k_1_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_8': Parameter(name='k_1_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_9': Parameter(name='k_1_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_10': Parameter(name='k_1_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_11': Parameter(name='k_1_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_12': Parameter(name='k_1_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_13': Parameter(name='k_1_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_14': Parameter(name='k_1_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_15': Parameter(name='k_1_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_16': Parameter(name='k_1_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_17': Parameter(name='k_1_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_18': Parameter(name='k_1_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_19': Parameter(name='k_1_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_20': Parameter(name='k_1_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_21': Parameter(name='k_1_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_22': Parameter(name='k_1_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_23': Parameter(name='k_1_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_24': Parameter(name='k_1_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_25': Parameter(name='k_1_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_26': Parameter(name='k_1_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_27': Parameter(name='k_1_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_28': Parameter(name='k_1_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_29': Parameter(name='k_1_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_30': Parameter(name='k_1_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_31': Parameter(name='k_1_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_32': Parameter(name='k_1_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_33': Parameter(name='k_1_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_34': Parameter(name='k_1_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_35': Parameter(name='k_1_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_36': Parameter(name='k_1_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_37': Parameter(name='k_1_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_38': Parameter(name='k_1_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_39': Parameter(name='k_1_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_40': Parameter(name='k_1_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_41': Parameter(name='k_1_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_42': Parameter(name='k_1_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_43': Parameter(name='k_1_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_44': Parameter(name='k_1_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_45': Parameter(name='k_1_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_46': Parameter(name='k_1_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_47': Parameter(name='k_1_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_48': Parameter(name='k_1_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_49': Parameter(name='k_1_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_50': Parameter(name='k_1_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_51': Parameter(name='k_1_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_52': Parameter(name='k_1_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_53': Parameter(name='k_1_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_54': Parameter(name='k_1_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_55': Parameter(name='k_1_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_56': Parameter(name='k_1_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_57': Parameter(name='k_1_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_58': Parameter(name='k_1_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_59': Parameter(name='k_1_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_60': Parameter(name='k_1_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_61': Parameter(name='k_1_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_62': Parameter(name='k_1_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_63': Parameter(name='k_1_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_64': Parameter(name='k_1_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_65': Parameter(name='k_1_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_66': Parameter(name='k_1_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_67': Parameter(name='k_1_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_68': Parameter(name='k_1_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_69': Parameter(name='k_1_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_70': Parameter(name='k_1_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_71': Parameter(name='k_1_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_72': Parameter(name='k_1_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_73': Parameter(name='k_1_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_74': Parameter(name='k_1_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_75': Parameter(name='k_1_75', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_76': Parameter(name='k_1_76', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_77': Parameter(name='k_1_77', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_78': Parameter(name='k_1_78', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_79': Parameter(name='k_1_79', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_80': Parameter(name='k_1_80', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_81': Parameter(name='k_1_81', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_82': Parameter(name='k_1_82', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_83': Parameter(name='k_1_83', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_84': Parameter(name='k_1_84', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_85': Parameter(name='k_1_85', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_86': Parameter(name='k_1_86', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_87': Parameter(name='k_1_87', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_88': Parameter(name='k_1_88', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_89': Parameter(name='k_1_89', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_90': Parameter(name='k_1_90', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_91': Parameter(name='k_1_91', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_92': Parameter(name='k_1_92', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_93': Parameter(name='k_1_93', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_94': Parameter(name='k_1_94', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_95': Parameter(name='k_1_95', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_96': Parameter(name='k_1_96', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_97': Parameter(name='k_1_97', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_98': Parameter(name='k_1_98', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_99': Parameter(name='k_1_99', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_100': Parameter(name='k_1_100', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_101': Parameter(name='k_1_101', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_102': Parameter(name='k_1_102', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_103': Parameter(name='k_1_103', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_104': Parameter(name='k_1_104', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_105': Parameter(name='k_1_105', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_106': Parameter(name='k_1_106', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_107': Parameter(name='k_1_107', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_108': Parameter(name='k_1_108', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_109': Parameter(name='k_1_109', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_110': Parameter(name='k_1_110', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_111': Parameter(name='k_1_111', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_112': Parameter(name='k_1_112', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_113': Parameter(name='k_1_113', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_114': Parameter(name='k_1_114', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_115': Parameter(name='k_1_115', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_116': Parameter(name='k_1_116', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_117': Parameter(name='k_1_117', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_118': Parameter(name='k_1_118', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_119': Parameter(name='k_1_119', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_120': Parameter(name='k_1_120', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_121': Parameter(name='k_1_121', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_122': Parameter(name='k_1_122', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_123': Parameter(name='k_1_123', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_124': Parameter(name='k_1_124', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_125': Parameter(name='k_1_125', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_126': Parameter(name='k_1_126', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_127': Parameter(name='k_1_127', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_128': Parameter(name='k_1_128', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_129': Parameter(name='k_1_129', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_130': Parameter(name='k_1_130', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_131': Parameter(name='k_1_131', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_132': Parameter(name='k_1_132', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_133': Parameter(name='k_1_133', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_134': Parameter(name='k_1_134', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_135': Parameter(name='k_1_135', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_136': Parameter(name='k_1_136', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_137': Parameter(name='k_1_137', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_138': Parameter(name='k_1_138', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_139': Parameter(name='k_1_139', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_140': Parameter(name='k_1_140', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_141': Parameter(name='k_1_141', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_142': Parameter(name='k_1_142', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_1_143': Parameter(name='k_1_143', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=5.0, distribution=None),\n", - " 'k_2_0': Parameter(name='k_2_0', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_1': Parameter(name='k_2_1', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_2': Parameter(name='k_2_2', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_3': Parameter(name='k_2_3', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_4': Parameter(name='k_2_4', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_5': Parameter(name='k_2_5', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_6': Parameter(name='k_2_6', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_7': Parameter(name='k_2_7', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_8': Parameter(name='k_2_8', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_9': Parameter(name='k_2_9', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_10': Parameter(name='k_2_10', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_11': Parameter(name='k_2_11', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_12': Parameter(name='k_2_12', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_13': Parameter(name='k_2_13', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_14': Parameter(name='k_2_14', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_15': Parameter(name='k_2_15', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_16': Parameter(name='k_2_16', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_17': Parameter(name='k_2_17', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_18': Parameter(name='k_2_18', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_19': Parameter(name='k_2_19', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_20': Parameter(name='k_2_20', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_21': Parameter(name='k_2_21', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_22': Parameter(name='k_2_22', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_23': Parameter(name='k_2_23', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_24': Parameter(name='k_2_24', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_25': Parameter(name='k_2_25', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_26': Parameter(name='k_2_26', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_27': Parameter(name='k_2_27', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_28': Parameter(name='k_2_28', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_29': Parameter(name='k_2_29', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_30': Parameter(name='k_2_30', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_31': Parameter(name='k_2_31', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_32': Parameter(name='k_2_32', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_33': Parameter(name='k_2_33', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_34': Parameter(name='k_2_34', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_35': Parameter(name='k_2_35', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_36': Parameter(name='k_2_36', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_37': Parameter(name='k_2_37', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_38': Parameter(name='k_2_38', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_39': Parameter(name='k_2_39', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_40': Parameter(name='k_2_40', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_41': Parameter(name='k_2_41', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_42': Parameter(name='k_2_42', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_43': Parameter(name='k_2_43', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_44': Parameter(name='k_2_44', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_45': Parameter(name='k_2_45', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_46': Parameter(name='k_2_46', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_47': Parameter(name='k_2_47', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_48': Parameter(name='k_2_48', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_49': Parameter(name='k_2_49', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_50': Parameter(name='k_2_50', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_51': Parameter(name='k_2_51', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_52': Parameter(name='k_2_52', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_53': Parameter(name='k_2_53', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_54': Parameter(name='k_2_54', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_55': Parameter(name='k_2_55', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_56': Parameter(name='k_2_56', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_57': Parameter(name='k_2_57', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_58': Parameter(name='k_2_58', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_59': Parameter(name='k_2_59', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_60': Parameter(name='k_2_60', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_61': Parameter(name='k_2_61', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_62': Parameter(name='k_2_62', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_63': Parameter(name='k_2_63', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_64': Parameter(name='k_2_64', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_65': Parameter(name='k_2_65', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_66': Parameter(name='k_2_66', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_67': Parameter(name='k_2_67', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_68': Parameter(name='k_2_68', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_69': Parameter(name='k_2_69', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_70': Parameter(name='k_2_70', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_71': Parameter(name='k_2_71', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_72': Parameter(name='k_2_72', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_73': Parameter(name='k_2_73', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " 'k_2_74': Parameter(name='k_2_74', display_name=None, description=None, identifiers={}, context={}, units=Unit(expression=1), value=1.0, distribution=None),\n", - " ...}" + " Model #templates #params\n", + "0 Scenario 1d 4 15\n", + "1 Scenario 1 age stratified 18 23\n", + "2 Scenario 1 age/diagnosis stratified 39 32\n", + "3 Scenario 1 age/diagnosis/vax stratified 129 86" ] }, - "execution_count": 27, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "tm_vax.parameters" + "import pandas as pd\n", + "data = [[m.annotations.name, len(m.templates), len(m.parameters)]\n", + " for m in [tm_norm, tm_age, tm_diag, tm_vax]]\n", + "pd.DataFrame(data, columns=[\"Model\", \"#templates\", \"#params\"])" ] }, { "cell_type": "code", - "execution_count": null, - "id": "4df39b88", + "execution_count": 26, + "id": "091e88a4", "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/latex": [ + "$\\displaystyle \\frac{I_{middle aged diagnosed u} S_{middle aged u} \\kappa_{0 0 0} \\left(\\beta_{nc} + \\frac{\\beta_{c} - \\beta_{nc}}{1 + e^{- k_{2} \\left(- t + t_{1}\\right)}} + \\frac{- \\beta_{c} + \\beta_{s}}{1 + e^{- k_{1} \\left(- t + t_{0}\\right)}}\\right)}{N}$" + ], + "text/plain": [ + "I_middle_aged_diagnosed_u*S_middle_aged_u*kappa_0_0_0*(beta_nc + (beta_c - beta_nc)/(1 + exp(-k_2*(-t + t_1))) + (-beta_c + beta_s)/(1 + exp(-k_1*(-t + t_0))))/N" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tm_vax.templates[0].rate_law.args[0]" + ] } ], "metadata": {