{"id":"W3009921127","doi":"10.4018/978-1-7998-2430-5.ch016","title":"What Sparks Critical Learning?","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Bachelor; Panacea (medicine); Critical reflection; Pedagogy; Agency (philosophy); Mathematics education; Sociology; Curriculum; Critical thinking; Critical pedagogy; Psychology; Political science; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007383095,0.0003295823,0.0003518146,0.0001144572,0.0006800807,0.0005278388,0.0001924238,0.0003542457,0.006199349],"category_scores_gemma":[0.00332296,0.000383305,0.00008525894,0.00006593008,0.001868068,0.003279944,0.00002848943,0.0006868163,0.0000655653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009711213,"about_ca_system_score_gemma":0.001346342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009825176,"about_ca_topic_score_gemma":0.001762672,"domain_scores_codex":[0.9975773,0.0003180157,0.0005648569,0.0006225586,0.0005332899,0.0003839521],"domain_scores_gemma":[0.9966616,0.002463855,0.000171368,0.0001309624,0.0002565498,0.0003156443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001687278,0.00003876699,0.0003990559,0.0002553223,0.000009740121,0.000008068687,0.004983616,0.000001719284,9.036079e-7,0.9898971,0.002696503,0.00154047],"study_design_scores_gemma":[0.00009394107,0.0001087154,0.0003238031,0.0003769363,0.0000242504,0.00001211747,0.01632,0.000002415263,0.000003238325,0.0763733,0.905974,0.0003872944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002750895,0.03871,0.00002249246,0.1542356,0.001435502,0.0002914849,0.00001353543,0.00007468349,0.8051891],"genre_scores_gemma":[0.02624893,0.03675818,0.0004591792,0.003131591,0.002932913,0.00006254711,0.0002063809,0.00004768882,0.9301526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9135238,"threshold_uncertainty_score":0.9998619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06063926154164776,"score_gpt":0.3537601234797919,"score_spread":0.2931208619381441,"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."}}