{"id":"W7161783127","doi":"10.82308/47369","title":"Marriage, Cohabitation, and Family Among Sexual and Gender Minorities in Post-Marriage Equality Canada","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohabitation; Inequality; Census; Race (biology); Remarriage; Earnings; Sexual orientation; Government (linguistics); Immigration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001137336,0.0001776369,0.0004026829,0.001259411,0.01337542,0.002736535,0.001161335,0.0004507287,0.004577654],"category_scores_gemma":[0.002298011,0.0002286335,0.0002968043,0.003352048,0.002372362,0.001119406,0.003285084,0.001398326,0.0001983598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04908599,"about_ca_system_score_gemma":0.08326273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956118,"about_ca_topic_score_gemma":0.9983988,"domain_scores_codex":[0.9988305,0.0001213803,0.00002378909,0.0001070765,0.0003195952,0.0005975974],"domain_scores_gemma":[0.99844,0.000161663,0.0001628303,0.00004164872,0.0004997613,0.0006941241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001111229,0.0001590121,0.7448647,0.0001486466,0.00004193849,0.0004517548,0.1910851,0.0002641187,0.0004464489,0.008773402,0.008536307,0.04511751],"study_design_scores_gemma":[0.000006006292,0.00003934546,0.7121812,0.0003127682,0.00002006842,0.00008455666,0.2676842,0.0003144663,0.0001429124,0.0006478252,0.01853025,0.00003641755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841784,0.001477644,0.0001048322,0.002617483,0.00003265298,0.00003918735,0.001054989,0.000004930629,0.01048991],"genre_scores_gemma":[0.9944951,0.001362034,0.0001531265,0.0005130523,0.000008512642,0.0000236916,0.0004983574,0.000006194727,0.002939839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04908599,"threshold_uncertainty_score":0.3561454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329783011240186,"score_gpt":0.355473654138004,"score_spread":0.3221758240256021,"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."}}