{"id":"W4381167617","doi":"10.1017/s1743923x23000302","title":"Gender and LGBT Affinity: The Case of Ontario Premier Kathleen Wynne","year":2023,"lang":"en","type":"article","venue":"Politics & Gender","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Lesbian; Gender studies; Transgender; Political science; Intersection (aeronautics); Sociology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006261233,0.0001153587,0.0001418304,0.00009299889,0.0005717057,0.00007042757,0.0001576113,0.0001077168,0.0001685165],"category_scores_gemma":[0.0001162521,0.0000903724,0.00007069256,0.0002264645,0.000364461,0.00008147172,0.0001174584,0.000160136,0.00003739105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933725,"about_ca_system_score_gemma":0.0007493609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1420692,"about_ca_topic_score_gemma":0.02985394,"domain_scores_codex":[0.9985416,0.0001604554,0.0002332014,0.0002218422,0.0002933587,0.0005495772],"domain_scores_gemma":[0.9990954,0.0002187272,0.00007802242,0.0002793428,0.0001350949,0.0001933648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002215515,0.00004112247,0.01577146,0.00003805615,0.00008989694,0.0001329001,0.2845107,0.00003115222,0.0000409061,0.6957721,0.003286763,0.0002827884],"study_design_scores_gemma":[0.0008900321,0.00005153483,0.1684781,0.00001377691,0.0002973299,0.000278432,0.2287864,0.0004159231,0.0006056028,0.4966019,0.10299,0.0005909476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564733,0.0001191446,0.00004497525,0.0007764344,0.0003389555,0.0002444228,0.00002896244,0.00005380514,0.14192],"genre_scores_gemma":[0.986455,0.00004383594,0.0001282602,0.0002846522,0.0002759206,0.0000121877,0.000009862122,0.00001576691,0.01277455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991701,"threshold_uncertainty_score":0.9878487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085635128654892,"score_gpt":0.3565512361569549,"score_spread":0.2479877232914657,"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."}}