{"id":"W2148455532","doi":"10.1007/s001480100073","title":"\"Living in sin\" and marriage: A matching model","year":2002,"lang":"en","type":"article","venue":"Journal of Population Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cohabitation; Matching (statistics); Social policy; Economics; Demographic economics; Labour economics; Sociology; Political science; Law","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":[0.005070807,0.001015535,0.002996707,0.00154249,0.002758433,0.004605581,0.004483644,0.007274393,0.02725737],"category_scores_gemma":[0.01392624,0.001019482,0.001383522,0.003196592,0.002817374,0.004006823,0.002950415,0.00331541,0.002972891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461219,"about_ca_system_score_gemma":0.002673641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347597,"about_ca_topic_score_gemma":0.01661684,"domain_scores_codex":[0.9979207,0.001010927,0.0000657729,0.0003302024,0.0001137101,0.0005587429],"domain_scores_gemma":[0.9923601,0.004548972,0.001194991,0.0003885438,0.0002892688,0.001218291],"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":[0.001431088,0.002425406,0.04347875,0.0002395064,0.000496017,0.002146935,0.002872752,0.2079093,0.0005741072,0.6868476,0.01602154,0.03555699],"study_design_scores_gemma":[0.0007259489,0.0003584583,0.005927676,0.00006535927,0.0002951075,0.0005101375,0.002235283,0.6420647,0.00009968571,0.3435356,0.004083979,0.00009805359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955632,0.001808395,0.1261808,0.02386908,0.000462462,0.0004556104,0.002243733,0.00030868,0.04910805],"genre_scores_gemma":[0.9592752,0.001105271,0.00372826,0.0006947892,0.0002518299,0.0001401665,0.0003827024,0.00003052374,0.03439126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02725737,"threshold_uncertainty_score":0.09118491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256569957431372,"score_gpt":0.2673204026766028,"score_spread":0.2347547031022891,"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."}}