{"id":"W1972790492","doi":"10.1080/10538720903332354","title":"Same-Sex Marriage and Canadian Relationship Recognition—One Step Forward, Two Steps Back: A Critical Liberationist Perspective","year":2010,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Social Services","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Perspective (graphical); Legalization; Gender studies; Sociology; Subject (documents); Social justice; Economic Justice; Political science; Criminology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007206821,0.0001732122,0.0003350115,0.0002881353,0.001048288,0.0003729761,0.0002291409,0.0003101599,0.002014047],"category_scores_gemma":[0.000135053,0.0001862823,0.0001435624,0.0002304503,0.0002188645,0.0004923557,0.00002442233,0.001000122,0.00031221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199906,"about_ca_system_score_gemma":0.0005108274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2132084,"about_ca_topic_score_gemma":0.7062317,"domain_scores_codex":[0.9981278,0.0003371959,0.0005685759,0.0002267136,0.0002921066,0.0004475653],"domain_scores_gemma":[0.997938,0.0003295936,0.0003295255,0.0001474319,0.000660187,0.00059527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006371133,0.0009932625,0.5236225,0.001567517,0.0008697095,0.0003297266,0.13289,7.589615e-7,0.0003915138,0.2740169,0.03387176,0.0308093],"study_design_scores_gemma":[0.002928066,0.0003552345,0.8475373,0.00008709408,0.000485361,0.0003802988,0.02717064,0.000014844,0.000006105366,0.09463213,0.02586001,0.00054294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262306,0.0005916534,0.00004261301,0.04066042,0.001960867,0.0002642319,0.000220997,0.00002267995,0.1300059],"genre_scores_gemma":[0.9871814,0.00006029601,0.001189833,0.002776672,0.005434136,0.000006700132,0.00002121496,0.00003795958,0.003291819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4930233,"threshold_uncertainty_score":0.9988983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021015947502303,"score_gpt":0.3854932062076795,"score_spread":0.3352830467326565,"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."}}