{"id":"W7133013917","doi":"","title":"Teacher Professional Development on Gender Identity and Teaching Trans Youth in Ontario Secondary Schools","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Professional development; Identity (music); Professional learning community; Qualitative research; Face (sociological concept); Qualitative property; Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005707539,0.0003620628,0.000568344,0.001210074,0.01893065,0.003481894,0.001574791,0.0008823011,0.003579219],"category_scores_gemma":[0.004847346,0.0004387552,0.000316401,0.001584791,0.009459338,0.001475564,0.005566624,0.001169189,0.0002333376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03342514,"about_ca_system_score_gemma":0.06258534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6529986,"about_ca_topic_score_gemma":0.848199,"domain_scores_codex":[0.9932367,0.003025268,0.0002576409,0.0004840258,0.00121071,0.001785697],"domain_scores_gemma":[0.9942011,0.001776734,0.0006348366,0.000213165,0.001042338,0.002131747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001651112,0.00002315211,0.008342152,0.00008001008,0.000001584716,0.000528553,0.9832572,0.00001755943,0.0006529236,0.0008326586,0.0006731628,0.005574485],"study_design_scores_gemma":[0.000003440566,0.00003476771,0.01012413,0.0001083325,0.000005008544,0.0001498957,0.9623782,0.00003131412,0.0002068497,0.00009300178,0.02685587,0.000009130013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9807968,0.0005467367,0.0005255259,0.001943892,0.00005906355,0.0001026673,0.00009300584,0.00002163716,0.01591077],"genre_scores_gemma":[0.9918502,0.0005141919,0.0005276849,0.0004363125,0.000009420484,0.00008471825,0.00003286013,0.0000181132,0.006526419],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3470014,"threshold_uncertainty_score":0.69809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08593093623048856,"score_gpt":0.4338424292829181,"score_spread":0.3479114930524295,"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."}}