{"id":"W3200414712","doi":"","title":"Shifting Individuals and an Organization Towards Social Justice: A Teacher Education Program Imperative","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social justice; Sociology; Pedagogy; Political science; Public relations; Economic Justice; Criminology; Law","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":[0.01230428,0.0002321806,0.0003074961,0.000676891,0.03430218,0.01333256,0.001549944,0.00427089,0.006074378],"category_scores_gemma":[0.0102275,0.0003091593,0.0002128849,0.0007766626,0.0267025,0.006290334,0.01556281,0.008930764,0.0006222919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02128297,"about_ca_system_score_gemma":0.134278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084355,"about_ca_topic_score_gemma":0.3064131,"domain_scores_codex":[0.987509,0.006273622,0.0001982578,0.0008774123,0.001442323,0.003699471],"domain_scores_gemma":[0.976518,0.004055082,0.0008653799,0.0009463778,0.002625203,0.01498992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004843119,0.0006557966,0.01818743,0.0003311643,0.00002000563,0.0006053518,0.3375981,0.0004642053,0.001396828,0.4076861,0.06341437,0.1695922],"study_design_scores_gemma":[0.00002849414,0.0002363435,0.01617105,0.00071896,0.00002187031,0.0002085079,0.3146168,0.0004378197,0.001020814,0.08999769,0.5764973,0.00004426764],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1821662,0.001769795,0.00716813,0.6373851,0.00103841,0.0003124131,0.00003111466,0.0001575884,0.1699712],"genre_scores_gemma":[0.8986973,0.00101459,0.0050101,0.02965673,0.0002434878,0.0002181466,0.0000235898,0.00007875577,0.06505726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1084355,"threshold_uncertainty_score":0.2156087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076602512364767,"score_gpt":0.4314526623882304,"score_spread":0.3237924111517537,"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."}}