{"id":"W644822314","doi":"","title":"Transforming undergraduate education : theory that compels and practices that succeed","year":2011,"lang":"en","type":"article","venue":"Rowman & Littlefield Education","topic":"Global Education Systems and Policies","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liberal arts education; Liberal education; Transformative learning; Sociology; Higher education; Environmental ethics; Pedagogy; Political science; Law; Philosophy","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":[0.02030541,0.0005682129,0.0005227612,0.00155473,0.006016899,0.01699164,0.001596928,0.004055226,0.006890391],"category_scores_gemma":[0.03397936,0.0004383547,0.0004364819,0.001493402,0.03845134,0.01433627,0.008335254,0.009309573,0.002791881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0080575,"about_ca_system_score_gemma":0.02358881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823377,"about_ca_topic_score_gemma":0.003327369,"domain_scores_codex":[0.9824535,0.01082442,0.0005200004,0.001241297,0.003683599,0.001277239],"domain_scores_gemma":[0.9757892,0.01107626,0.001474323,0.003597071,0.00331452,0.004748684],"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":[0.000008749577,0.00009305802,0.0006089528,0.000143628,0.000004785406,0.00003931751,0.01432556,0.0002538472,0.0000737242,0.8865326,0.05715486,0.04076081],"study_design_scores_gemma":[0.00001592841,0.00003392351,0.0003865774,0.0009909829,0.000004121045,0.00003494593,0.01356475,0.0002810834,0.0001577258,0.6402165,0.3442975,0.00001598599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009298075,0.01506653,0.02236639,0.5685239,0.003974777,0.0002938142,0.00005305971,0.0002267895,0.3801967],"genre_scores_gemma":[0.769443,0.03098272,0.03659953,0.06552041,0.0030101,0.00120269,0.0001504654,0.0004307961,0.09266029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02030541,"threshold_uncertainty_score":0.1073865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08622141231211108,"score_gpt":0.3728578185454475,"score_spread":0.2866364062333364,"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."}}