{"id":"W4364357066","doi":"10.1007/s42650-023-00074-w","title":"Cohabitation, Marriage, and Self-Perceived Health in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cohabitation; Context (archaeology); Demography; Marital status; Psychology; Population; Sociology; Political science; Geography; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005176362,0.00005110637,0.0001120674,0.0002562023,0.0003965569,0.0000121845,0.00004224093,0.00003536754,0.000003195382],"category_scores_gemma":[0.0002782893,0.00005750882,0.000006399226,0.0007150888,0.00004161196,0.00006998979,0.000009045762,0.00007629328,0.000002640435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003456902,"about_ca_system_score_gemma":0.001651166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99938,"about_ca_topic_score_gemma":0.9999972,"domain_scores_codex":[0.9991757,0.000141326,0.0001845386,0.0001237887,0.0001067454,0.000267921],"domain_scores_gemma":[0.9996207,0.0001272415,0.00003691315,0.00005011872,0.00003645288,0.0001285085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.030477e-7,0.000001597566,0.9702441,0.00001083841,0.000005306752,0.00000636588,0.01473001,0.0006063265,6.877936e-8,0.009728222,0.003322061,0.00134476],"study_design_scores_gemma":[0.00009723767,0.000002908922,0.9695795,0.00002788865,0.000001112365,1.16651e-7,0.02318439,0.001601367,2.717618e-9,0.00297201,0.002473448,0.0000599938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901072,0.000432744,3.967497e-7,0.007396298,0.0004996674,0.0002347992,0.00001491262,0.00001913538,0.001294868],"genre_scores_gemma":[0.998085,0.001246592,0.00005850799,0.0003805926,0.00002977801,0.00001375963,0.00004049407,0.000004972982,0.0001403022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008454386,"threshold_uncertainty_score":0.9039678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149035349781261,"score_gpt":0.3421060809255594,"score_spread":0.2906157274277468,"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."}}