{"id":"W2495252638","doi":"10.3138/9781049804460-018","title":"14 Authentic Graduate Education for Personal and Workplace Transformation","year":2006,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformative learning; Pedagogy; Authentic learning; Reflection (computer programming); Power (physics); Sociology; Psychology; Engineering ethics; Mathematics education; Engineering; Computer science","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":[0.0007042721,0.0003750047,0.0001645044,0.0003078126,0.002100295,0.003484936,0.0005373481,0.001327297,0.01708355],"category_scores_gemma":[0.001032042,0.0001223988,0.0003108152,0.0003851666,0.004936331,0.002121751,0.00428705,0.003105843,0.003568426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685722,"about_ca_system_score_gemma":0.003588226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255669,"about_ca_topic_score_gemma":0.003251326,"domain_scores_codex":[0.9993153,0.0002962254,0.00002007976,0.00007649121,0.0001899319,0.0001020469],"domain_scores_gemma":[0.9996436,0.00008198349,0.00002385705,0.0000692907,0.00004567923,0.000135673],"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":[0.000008393245,0.0001415215,0.0003549054,0.0001736462,0.000001624929,0.0001659231,0.01536463,0.0002860903,0.0005153132,0.7627726,0.06767918,0.1525363],"study_design_scores_gemma":[0.000004284514,0.00004675721,0.0005293448,0.000233998,0.000001221301,0.0002574233,0.003402078,0.0001734443,0.0002493324,0.06006794,0.9350289,0.00000529891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009420336,0.005854117,0.01029778,0.01061502,0.0007765713,0.0000972797,0.00002048269,0.0001591101,0.9627594],"genre_scores_gemma":[0.2675876,0.00937214,0.01831708,0.004560091,0.0005921805,0.0001970483,0.0000877498,0.000135736,0.6991504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01708355,"threshold_uncertainty_score":0.05715019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673220290689613,"score_gpt":0.2536522568186479,"score_spread":0.2269200539117518,"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."}}