{"id":"W2120970002","doi":"10.3968/j.css.1923669720080403.002","title":"Global Crisis in Fertility Theory: What Went Wrong?","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Population; Sociology; Humanities; Positive economics; Ethnology; Economics; Philosophy; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087816,0.0004450252,0.000905752,0.001739382,0.001598145,0.002954537,0.001970204,0.003494057,0.004357338],"category_scores_gemma":[0.01406222,0.0002246788,0.0007829104,0.0023281,0.01721993,0.009042189,0.002927386,0.006713364,0.0006340874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003537394,"about_ca_system_score_gemma":0.002194174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00565248,"about_ca_topic_score_gemma":0.003183522,"domain_scores_codex":[0.9973423,0.001715204,0.00008015076,0.0003284173,0.0003580828,0.0001759092],"domain_scores_gemma":[0.993028,0.004884681,0.0003891812,0.0004813376,0.0009374201,0.0002792766],"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":[0.00002745369,0.00001791,0.003458437,0.0002221552,0.00003291792,0.000117814,0.001897292,0.0008372806,0.00003600125,0.9354596,0.01595858,0.04193473],"study_design_scores_gemma":[0.00002226424,0.00003344306,0.003341762,0.0005710896,0.00002160632,0.0001305058,0.003864268,0.00102064,0.0000833911,0.9182904,0.07259617,0.00002434764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02505355,0.103894,0.01410505,0.8052003,0.004411737,0.00002611057,0.0002433602,0.00006379725,0.04700201],"genre_scores_gemma":[0.7701865,0.1023059,0.008512196,0.09886822,0.009667696,0.0001375241,0.0003047485,0.0001259375,0.009891331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087816,"threshold_uncertainty_score":0.05752993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399979805622363,"score_gpt":0.306774207903383,"score_spread":0.2927744098471594,"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."}}