{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001454102,0.0001267195,0.0002555119,0.0002185975,0.0001344657,0.00001997774,0.00006299139,0.00007692881,0.0000663234],"category_scores_gemma":[0.0001248276,0.0001535606,0.00001228429,0.0003137849,0.00004393686,0.00008161647,0.00003473071,0.0001709798,0.000008283301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806178,"about_ca_system_score_gemma":0.0007823103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999122,"about_ca_topic_score_gemma":0.9999901,"domain_scores_codex":[0.9986514,0.0001277837,0.0003316244,0.0003019643,0.0001001835,0.0004869813],"domain_scores_gemma":[0.9994293,0.0000621772,0.00005248228,0.0002058514,0.00004307332,0.0002070627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003421345,0.000006395649,0.9810421,0.0001208163,0.0000181395,0.000238043,0.002284053,0.00003038977,0.000001873856,0.001009564,0.009399205,0.005845931],"study_design_scores_gemma":[0.0003478313,0.00001065501,0.9903961,0.00002293994,0.000006578914,0.00001674797,0.003725496,0.00002742348,5.556052e-7,0.0003381203,0.004956233,0.0001513114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864392,0.005724255,4.657708e-7,0.001902239,0.001503549,0.0001267784,0.00002963751,0.000007599988,0.004266325],"genre_scores_gemma":[0.9963348,0.0003551058,0.00001295795,0.0008913067,0.0001853625,0.00002524586,0.00003436582,0.00001538699,0.002145467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00989565,"threshold_uncertainty_score":0.626202,"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."}}