{"id":"W3084084021","doi":"10.11647/obp.0251","title":"Human Evolutionary Demography","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Environment Research Council; Danmarks Frie Forskningsfond; Wellcome Trust","keywords":"Demography; Geography; Evolutionary biology; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554496,0.0003682145,0.0002800662,0.001603593,0.0009260225,0.002326369,0.0003755266,0.0007341544,0.02865403],"category_scores_gemma":[0.001442823,0.0001236355,0.0002541431,0.001814518,0.001356588,0.002185861,0.001311294,0.001121752,0.003906155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284225,"about_ca_system_score_gemma":0.0007953653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922939,"about_ca_topic_score_gemma":0.005267996,"domain_scores_codex":[0.9995971,0.0002007498,0.00001660649,0.00008278032,0.00006314391,0.00003965194],"domain_scores_gemma":[0.9997213,0.0001226497,0.00002255072,0.0000424502,0.00005970644,0.000031298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001744005,0.000008234556,0.002538002,0.0003115955,0.00002117213,0.0001720361,0.0049893,0.0009894689,0.000222867,0.554923,0.2267564,0.2090504],"study_design_scores_gemma":[0.0000016027,0.00001046878,0.004096821,0.000205013,0.000003845224,0.0002880591,0.001116988,0.0002923333,0.00005829861,0.04993419,0.9439825,0.000009971367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01674335,0.05602326,0.02485892,0.02570722,0.004626566,0.0001722897,0.005167368,0.000459758,0.8662413],"genre_scores_gemma":[0.425116,0.09477212,0.04799738,0.007201301,0.004444588,0.0003634988,0.006868624,0.0004524239,0.4127841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02865403,"threshold_uncertainty_score":0.09585732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280047538922832,"score_gpt":0.3264122312677413,"score_spread":0.2984074773754581,"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."}}