{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01421628,0.001001991,0.0008368323,0.002678271,0.01375972,0.0267471,0.001805602,0.0068965,0.009499967],"category_scores_gemma":[0.0273233,0.0004846663,0.0006420641,0.001800526,0.05545317,0.02920833,0.01418925,0.01132139,0.002682757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009069888,"about_ca_system_score_gemma":0.01215494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589049,"about_ca_topic_score_gemma":0.002967245,"domain_scores_codex":[0.9800674,0.01334512,0.0003987457,0.001517336,0.003157726,0.001513537],"domain_scores_gemma":[0.9699304,0.02158027,0.001161587,0.001961122,0.001935499,0.003431228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003161365,0.00005699054,0.0002691525,0.0004569872,0.000008906807,0.0003852441,0.0608423,0.00005801137,0.0001987125,0.8126686,0.07947011,0.04555345],"study_design_scores_gemma":[0.00001432667,0.00002357813,0.0001266729,0.001128172,0.0000047668,0.0003451134,0.03664449,0.0001017053,0.0002392542,0.3347742,0.6265808,0.00001690258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01113123,0.07617362,0.01392217,0.3949968,0.02641645,0.0001977885,0.00006320778,0.0004423534,0.4766563],"genre_scores_gemma":[0.6448454,0.06958539,0.01791196,0.1074579,0.03201271,0.0008731253,0.0001512677,0.0008255917,0.1263366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0267471,"threshold_uncertainty_score":0.07518381,"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."}}