{"id":"W4360910085","doi":"10.1007/978-3-031-16193-3_41","title":"Trans-inclusive Policy and Opportunities for Trans-affirming Teacher Education: An Ontario Case Study","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Inclusion (mineral); Autonomy; Oppression; Pedagogy; Political science; Public relations; Sociology; Gender studies; Politics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002207909,0.0003801429,0.0003243366,0.001176144,0.03721964,0.003931297,0.00153304,0.002328472,0.005283629],"category_scores_gemma":[0.004442169,0.0004381537,0.0004367335,0.003881022,0.008133963,0.001825807,0.004005245,0.002338818,0.0003983788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1116099,"about_ca_system_score_gemma":0.1260455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891672,"about_ca_topic_score_gemma":0.9978713,"domain_scores_codex":[0.9969518,0.0009254295,0.00005919115,0.0001545367,0.0006082117,0.001300795],"domain_scores_gemma":[0.9962599,0.001145039,0.0003152915,0.0002026811,0.000929028,0.00114798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003497761,0.0004468604,0.04682251,0.0003266427,0.00003543251,0.01222039,0.7145998,0.001459812,0.001293706,0.1323072,0.04583929,0.04429873],"study_design_scores_gemma":[0.00006720992,0.0001160956,0.03616428,0.0002651042,0.00004802772,0.001133438,0.751955,0.0007877778,0.0004999542,0.00502921,0.2038665,0.00006748539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7816161,0.001191047,0.0009279224,0.01603962,0.00009228079,0.000297864,0.0003245577,0.00002504268,0.1994856],"genre_scores_gemma":[0.9286522,0.001652879,0.001210573,0.00102778,0.00001430963,0.0001472683,0.00007082229,0.00003254402,0.06719166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1116099,"threshold_uncertainty_score":0.8097902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157354612998467,"score_gpt":0.4063140555941064,"score_spread":0.2489594425956395,"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."}}