{"id":"W2495366862","doi":"10.4018/978-1-4666-4249-2.ch008","title":"Adapting Adult Educators’ Teaching Philosophies to Foster Adult Learners’ Transformation and Emancipation","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Transformative learning; Transformational leadership; Adult education; Emancipation; Pedagogy; Humanism; Adult Learning; Perspective (graphical); Context (archaeology); Philosophy of education; Sociology; Adult learner; Process (computing); Psychology; Epistemology; Higher education; Social psychology; Political science; Computer science; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.0008882512,0.0004031624,0.0003420456,0.0003229812,0.0008576326,0.000328714,0.0001901149,0.0003210868,0.0005008826],"category_scores_gemma":[0.001487749,0.0004583762,0.00006449562,0.00007959166,0.0004961494,0.002782095,0.0000224497,0.0005013978,0.00003239703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727996,"about_ca_system_score_gemma":0.0007647303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008932603,"about_ca_topic_score_gemma":0.005081079,"domain_scores_codex":[0.9975749,0.0002450304,0.0007096047,0.0005862867,0.0004815545,0.0004026345],"domain_scores_gemma":[0.9979966,0.0006401807,0.0004460438,0.0001938805,0.0004765473,0.0002467968],"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":[0.000131217,0.00005508354,0.002207772,0.0004406471,0.00002177595,5.41555e-7,0.1101369,0.000002514436,0.000002919656,0.859762,0.003302333,0.02393633],"study_design_scores_gemma":[0.0002690747,0.0001550205,0.003458305,0.001364288,0.0000538505,0.0000134509,0.1190608,0.000007362269,0.000009666829,0.042755,0.8320143,0.0008389169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01201259,0.008977014,0.0001075951,0.1561588,0.001569989,0.00156756,0.00002535956,0.0001278776,0.8194532],"genre_scores_gemma":[0.3988462,0.01170802,0.003085537,0.004959918,0.003628009,0.0004039529,0.0002799189,0.00009440717,0.576994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8287119,"threshold_uncertainty_score":0.9997868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618623392384007,"score_gpt":0.3055613722903052,"score_spread":0.2693751383664651,"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."}}