{"id":"W2524032968","doi":"10.1007/s12110-016-9272-9","title":"The Reproductive Ecology of Industrial Societies, Part II","year":2016,"lang":"en","type":"article","venue":"Human Nature","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Economic and Social Research Council; ESRC National Centre for Research Methods, University of Southampton; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Chicago; Ohio State University","keywords":"Fertility; Population; Ecology; Demography; Economics; Demographic economics; Biology; Sociology","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":[0.000853132,0.00006404175,0.0001052605,0.0000288845,0.001207342,0.00001781429,0.0003208651,0.0003421756,0.0002731772],"category_scores_gemma":[0.0002855509,0.00003234019,0.00007431269,0.0001798657,0.0008657654,0.00006980684,0.00006630849,0.0002818574,0.000003234002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952428,"about_ca_system_score_gemma":0.0001144033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008304061,"about_ca_topic_score_gemma":0.003494281,"domain_scores_codex":[0.998994,0.0001999479,0.0001372505,0.0002100025,0.0002374838,0.0002213191],"domain_scores_gemma":[0.9993556,0.0001778129,0.0001184613,0.0002164861,0.00009347441,0.00003817313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002419953,0.00005177343,0.02083048,0.000001523002,0.00007897548,7.789168e-7,0.0130025,4.134306e-8,0.0001115655,0.4351121,0.4901867,0.04059939],"study_design_scores_gemma":[0.0003018861,0.00009934096,0.01876028,0.00001433078,0.00001352863,2.401827e-7,0.004901809,1.102815e-8,0.0001768024,0.1118146,0.8638312,0.00008593307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918318,0.001600395,7.051863e-7,0.02966803,0.002352686,0.0002182921,0.00002632769,0.00006738666,0.07423435],"genre_scores_gemma":[0.9790899,0.0002577285,0.000007105403,0.00007233403,0.001033287,0.000008426783,0.000001388658,0.00000344221,0.01952638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3736446,"threshold_uncertainty_score":0.9286021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642741459663668,"score_gpt":0.3223029637174585,"score_spread":0.2658755491208218,"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."}}