{"id":"W2974633988","doi":"10.1111/soc4.12739","title":"The push for transgender inclusion: Exploring boundary spanning in the gay–straight alliance","year":2019,"lang":"en","type":"article","venue":"Sociology Compass","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alliance; Sociology; Gender studies; Transgender; Human sexuality; Scholarship; Politics; Negotiation; Social movement; Sexual orientation; Lesbian; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00141466,0.000174128,0.0002734496,0.0000434354,0.00134848,0.00003817073,0.0007732977,0.0002237867,0.0002986729],"category_scores_gemma":[0.00003191917,0.000114257,0.0001450233,0.0001141149,0.0004397327,0.0001010423,0.0001128048,0.0006155877,0.0003208774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007957449,"about_ca_system_score_gemma":0.0001168335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002931598,"about_ca_topic_score_gemma":0.0003686304,"domain_scores_codex":[0.9978173,0.0006119807,0.0003648711,0.0003447989,0.0001434765,0.0007175387],"domain_scores_gemma":[0.9979853,0.001300955,0.0001136318,0.0005044652,0.00004360374,0.00005205243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004342946,0.0003050668,0.2428245,0.0004380446,0.0002527264,0.00003276787,0.2280457,0.00005599897,0.0002260267,0.3657898,0.1513183,0.01027686],"study_design_scores_gemma":[0.00186022,0.0002057405,0.4580889,0.00001628754,0.00003500048,0.0000243134,0.006494667,0.0000553109,0.000004633298,0.06007762,0.4728631,0.0002742108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194353,0.005199079,0.0002480168,0.0420488,0.004546889,0.0008941582,0.00001699495,0.00005575417,0.02755501],"genre_scores_gemma":[0.9915494,0.000335916,0.00006100239,0.003390881,0.0008979704,0.0003967324,0.00001550021,0.000025193,0.003327378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215448,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554839532710922,"score_gpt":0.4106287635806146,"score_spread":0.2551448103095224,"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."}}