{"id":"W7133105476","doi":"","title":"STEM Discourses and Distinction in An Elite School: Leadership through Relationships to Knowledge","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering; Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Elite; Context (archaeology); Entitlement (fair division); Status quo; Privilege (computing); Excellence; Rigour; Mainstream","routes":{"ca_aff":false,"ca_fund":true,"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":[0.006523476,0.0003570372,0.0004632481,0.003767275,0.02507294,0.01679035,0.001354708,0.001823342,0.00447869],"category_scores_gemma":[0.006340959,0.0002988222,0.0002615928,0.002699599,0.03992814,0.008307674,0.008876141,0.003788084,0.00039171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0235626,"about_ca_system_score_gemma":0.01705584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1132715,"about_ca_topic_score_gemma":0.1981886,"domain_scores_codex":[0.9945968,0.002713636,0.0001442261,0.0004551835,0.0008263472,0.00126371],"domain_scores_gemma":[0.9918157,0.004074015,0.000940123,0.0002398888,0.0008037565,0.002126537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001292466,0.00003899707,0.00526043,0.00002655532,0.000003064311,0.0002477896,0.9512151,0.00002134606,0.0001689483,0.03911371,0.0006174937,0.003273677],"study_design_scores_gemma":[0.000006900158,0.00002052977,0.005498034,0.0001309213,0.000006718143,0.00005994015,0.9529174,0.000115517,0.0001559715,0.0105809,0.03049442,0.00001282131],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726381,0.0009506146,0.001689143,0.008795308,0.00008805328,0.00003886703,0.00003481896,0.00002378724,0.1157415],"genre_scores_gemma":[0.9965928,0.0001899647,0.0001905215,0.0002713301,0.00001055374,0.000006495595,0.00001042839,0.000009140133,0.002718773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132715,"threshold_uncertainty_score":0.2252244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2434854720668333,"score_gpt":0.4726088866010602,"score_spread":0.2291234145342269,"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."}}