{"id":"W4392681687","doi":"10.22318/icls2023.795166","title":"Teacher Professional Development in Critical Action Pedagogy: A Culturally Responsive Approach","year":2023,"lang":"en","type":"article","venue":"Proceedings.","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformative learning; Curriculum; Formative assessment; Psychological intervention; Action research; Professional development; Pedagogy; Sociology; Critical pedagogy; Engineering ethics; Political science; Engineering; Psychology","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":[0.001508573,0.0001210885,0.0001532127,0.0001756939,0.000710805,0.00009476551,0.0001914569,0.0002014281,0.0001813914],"category_scores_gemma":[0.001383029,0.0001102197,0.00003741173,0.0008951009,0.000148006,0.0004209614,0.00008236972,0.0002792591,0.000226419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951201,"about_ca_system_score_gemma":0.0008188205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009920515,"about_ca_topic_score_gemma":0.0002600082,"domain_scores_codex":[0.9982437,0.00004697353,0.0002470375,0.0002999549,0.000632945,0.0005293819],"domain_scores_gemma":[0.9994972,0.00005232481,0.00004992954,0.00002757912,0.0002348709,0.0001380533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001029249,0.0002174037,0.432822,0.00007806604,0.00001955048,0.00001267499,0.4890842,2.440994e-7,0.0003282242,0.03428098,0.0313329,0.01172083],"study_design_scores_gemma":[0.0003058728,0.00001373367,0.6490501,0.00006215072,0.00000694724,0.000001298945,0.12873,0.00003396824,0.000132825,0.001217634,0.2200909,0.0003544913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930834,0.00001482718,0.000005039542,0.003350795,0.0005429589,0.0003406396,6.217039e-7,0.00027265,0.1023891],"genre_scores_gemma":[0.9436774,0.00002391493,0.001150551,0.0001432557,0.0003284006,0.0001747578,0.00001583767,0.00001328762,0.05447265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3603542,"threshold_uncertainty_score":0.546701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219717335247071,"score_gpt":0.4480054299742956,"score_spread":0.3260336964495886,"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."}}