{"id":"W2562753343","doi":"10.18357/tar71201615690","title":"Coming In/Out Together: Queer(ing) schools through stories of difference and vulnerability","year":2016,"lang":"en","type":"article","venue":"The Arbutus Review","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Queer; Gender studies; Vulnerability (computing); Narrative; Storytelling; Psychological resilience; Sociology; Heteronormativity; Diversity (politics); Class (philosophy); Lesbian; Pedagogy; Political science; Psychology; Social psychology; Art","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":[0.001162798,0.0001461531,0.0004858909,0.00002391447,0.00009800451,0.00001176152,0.000298855,0.00006906243,0.0002317724],"category_scores_gemma":[0.0004991741,0.00007646643,0.0000702016,0.0001319504,0.0002231381,0.00009549375,0.00009014127,0.0002218426,0.000127262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440069,"about_ca_system_score_gemma":0.00005925283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672307,"about_ca_topic_score_gemma":0.0007991416,"domain_scores_codex":[0.9980878,0.0007522962,0.0004861327,0.000247457,0.000133354,0.0002929738],"domain_scores_gemma":[0.9984719,0.0004842231,0.0002023058,0.0007258687,0.00005764762,0.00005810858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008981734,0.000203637,0.6790459,0.01409216,0.00009539662,0.000006357857,0.01029502,8.265571e-8,0.0004474351,0.05728559,0.01470978,0.2237289],"study_design_scores_gemma":[0.00183962,0.0002864643,0.8069064,0.007416117,0.0002975517,0.00004463814,0.0003692704,0.00000118843,0.00008055616,0.0579504,0.1241973,0.0006104676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6586365,0.3131747,0.000150808,0.01618711,0.0005630516,0.0008010704,0.00002754745,0.00004759845,0.01041162],"genre_scores_gemma":[0.7978818,0.1976389,0.00007459114,0.001691655,0.0001687862,0.00006632633,7.662612e-7,0.0000162322,0.002460919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2231184,"threshold_uncertainty_score":0.7063161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08902145919541724,"score_gpt":0.4215225068458368,"score_spread":0.3325010476504195,"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."}}