{"id":"W3017115505","doi":"10.1080/17513758.2020.1743885","title":"Age structured discrete-time disease models with demographic population cycles","year":2020,"lang":"en","type":"article","venue":"Journal of Biological Dynamics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Juvenile; Population; Biology; Basic reproduction number; Demography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002687103,0.000148325,0.0006156142,0.00004281193,0.00005758547,0.000007098817,0.0001095962,0.0001976758,0.0001525006],"category_scores_gemma":[0.000567753,0.00007189269,0.0002116237,0.0001185558,0.0003054505,0.00006957558,0.00003438271,0.0003895056,0.000005434328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001978092,"about_ca_system_score_gemma":0.00002156828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.988708e-7,"about_ca_topic_score_gemma":0.000001045,"domain_scores_codex":[0.9988798,0.0001304737,0.0004871087,0.000162975,0.0001324859,0.000207087],"domain_scores_gemma":[0.9988539,0.0002539461,0.0002219539,0.00009225385,0.0000696237,0.0005083018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007476783,0.0003188855,0.1099371,0.0001509648,0.0003768216,0.0008968537,0.0000783664,0.007439418,0.0002949708,0.8711352,0.00007515663,0.00181947],"study_design_scores_gemma":[0.0007072284,0.001226812,0.1076247,0.00005931161,0.0001793408,0.0001047238,0.00001725817,0.4481701,0.000002609794,0.441791,0.000007398787,0.000109509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511338,0.00009660392,0.1407509,0.007393755,0.00002751623,0.0001379482,0.00001589503,0.00002621392,0.0004173926],"genre_scores_gemma":[0.9913293,0.00006022476,0.00653719,0.001890735,0.0001101238,0.000001616369,0.00004755131,0.000008094317,0.00001522759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4407307,"threshold_uncertainty_score":0.2931699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989392780424754,"score_gpt":0.2707055746682496,"score_spread":0.240811646864002,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}