{"id":"W3213120641","doi":"10.1007/s42650-021-00059-7","title":"Who’s Hitched? Lesbian, Gay, Bisexual, and Heterosexual Partnering in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Lesbian; Sexual orientation; General partnership; Earnings; Psychology; Diversity (politics); Heterosexuality; Gender studies; Demography; Homosexuality; Demographic economics; Sociology; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002109903,0.000403434,0.001005837,0.003060951,0.02182864,0.005657231,0.003051211,0.00172635,0.006731372],"category_scores_gemma":[0.006129142,0.0007949598,0.001284522,0.009992449,0.003041883,0.002360592,0.004002464,0.005521781,0.0003595028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1079663,"about_ca_system_score_gemma":0.2024858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993982,"about_ca_topic_score_gemma":0.9998067,"domain_scores_codex":[0.9966401,0.0003669709,0.0001626393,0.0002700249,0.0007341921,0.001825985],"domain_scores_gemma":[0.9906624,0.000575389,0.0009755793,0.0001800717,0.003401276,0.004205298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002033849,0.0003120292,0.8919638,0.0002600704,0.0001945892,0.0004370973,0.04879103,0.0002546713,0.0001412132,0.005854655,0.02295092,0.02863646],"study_design_scores_gemma":[0.00003355554,0.00005378021,0.792693,0.0009663627,0.0001278222,0.0002013186,0.1842251,0.0003997141,0.00009712849,0.0005909378,0.02048029,0.000130982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435714,0.01282158,0.0001263163,0.01882351,0.0003531144,0.0001138622,0.004282641,0.00001973714,0.01988794],"genre_scores_gemma":[0.9863196,0.00647181,0.0001638198,0.002063709,0.00004486852,0.00004607997,0.0009877563,0.00001624235,0.003886088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079663,"threshold_uncertainty_score":0.7833537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133073324823126,"score_gpt":0.4414532403827402,"score_spread":0.2281459079004276,"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."}}