{"id":"W2589807306","doi":"10.1177/016146811611800806","title":"Transgender and Gender-Creative Students in PK–12 Schools: What We Can Learn from Their Teachers","year":2016,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Transgender; Transphobia; Context (archaeology); Psychology; Lesbian; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.002190785,0.0003189781,0.000409376,0.000500279,0.0001662853,0.0001270487,0.0007097656,0.0003499934,0.0002736114],"category_scores_gemma":[0.0003110758,0.0002286592,0.00009134858,0.0005448806,0.0002046696,0.001020915,0.00005933148,0.00102729,0.00008158928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108675,"about_ca_system_score_gemma":0.0006142308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02456718,"about_ca_topic_score_gemma":0.0193375,"domain_scores_codex":[0.9958336,0.002022183,0.0006597347,0.0006013161,0.0003525716,0.0005306412],"domain_scores_gemma":[0.9981517,0.0005991546,0.000316197,0.0006441197,0.00008747363,0.0002014144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709603,0.0006486841,0.7983351,0.00005195545,0.00009919711,0.000001552723,0.077773,5.13753e-7,0.000301793,0.0003248033,0.0009582708,0.1213342],"study_design_scores_gemma":[0.001695787,0.00009310953,0.8986366,0.0002666972,0.00006185035,0.000003970936,0.08495032,8.830813e-7,0.00003880953,0.01147933,0.002516103,0.0002565336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772463,0.005931181,0.000007994213,0.01170292,0.001438327,0.0009405715,0.0000551098,0.00003472242,0.002642864],"genre_scores_gemma":[0.986163,0.006386834,0.00011584,0.0003534799,0.0003004695,0.0001984022,0.00001205545,0.00005371002,0.006416219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1210776,"threshold_uncertainty_score":0.998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07111207660524863,"score_gpt":0.3793113240890802,"score_spread":0.3081992474838317,"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."}}