{"id":"W3198802435","doi":"10.1177/01614681211052007","title":"Nonbinary Beginning Teachers: Gender, Power, and Professionalism in Teacher Education","year":2021,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Harassment; Diversity (politics); Normative; Psychology; Transgender; Pedagogy; Qualitative research; Professional development; Power (physics); Teacher education; Inclusion (mineral); Sociology; Gender studies; Social psychology; Social science; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002895396,0.0001595768,0.0002377719,0.0002667746,0.0004466659,0.00009195443,0.0003005782,0.0001886924,0.00004755429],"category_scores_gemma":[0.001195303,0.0001521806,0.00006119247,0.001011795,0.000142022,0.0007218154,0.0001127047,0.0006936428,0.000009341921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005008974,"about_ca_system_score_gemma":0.002551016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261869,"about_ca_topic_score_gemma":0.007802229,"domain_scores_codex":[0.9972648,0.001239313,0.0004080168,0.0003671636,0.0003975183,0.0003231915],"domain_scores_gemma":[0.9990559,0.0001458991,0.0002157382,0.0002794076,0.0002270779,0.00007599056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002627647,0.001464621,0.7384375,0.00005519939,0.00002818852,0.000001999341,0.1938038,0.000002422806,0.0003854432,0.005015561,0.003700321,0.05707865],"study_design_scores_gemma":[0.0002200369,0.00001437875,0.507858,0.000195155,0.00001704823,0.000002795094,0.4686323,0.000002781584,0.00002518245,0.006781484,0.01611469,0.0001361036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650073,0.008731985,0.000002424222,0.01413783,0.001173877,0.000478066,0.000002225583,0.00002126171,0.01044501],"genre_scores_gemma":[0.9880797,0.001020123,0.0007207696,0.0002700509,0.0001494608,0.000119501,0.000009121072,0.00001845736,0.009612808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748285,"threshold_uncertainty_score":0.6442699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930766617391022,"score_gpt":0.3628566508777868,"score_spread":0.3135489847038766,"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."}}