{"id":"W4251962539","doi":"10.1007/978-94-6209-335-5_20","title":"Transformative Learning","year":2013,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Musical; Gender studies; Sociology; Art; Visual arts; History; Psychology; Media studies; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003344939,0.0002359044,0.0002613429,0.0001467005,0.0005210393,0.0005195477,0.0002653843,0.0004944853,0.004155147],"category_scores_gemma":[0.00009977796,0.000244567,0.0001764361,0.0000182813,0.0003768024,0.0003052214,0.00002167726,0.0007441079,0.0006674796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502401,"about_ca_system_score_gemma":0.0004425065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006043141,"about_ca_topic_score_gemma":0.0005691646,"domain_scores_codex":[0.9985835,0.00007183137,0.0002755465,0.0002666632,0.0004548323,0.000347643],"domain_scores_gemma":[0.9989716,0.00009864381,0.000213423,0.0001834624,0.0003377431,0.0001951496],"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":[0.000003053461,0.000003493146,0.000004938156,0.00001477375,0.00005511994,0.000003202293,0.07173016,3.726865e-7,0.000001331043,0.6517668,0.104853,0.1715638],"study_design_scores_gemma":[0.00009349285,0.000018057,0.000004003833,0.00005858971,0.00002726878,7.550446e-7,0.006106564,0.000002467265,0.000003546447,0.02528303,0.9681184,0.0002838755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001128587,0.00006521843,0.00004818333,0.001188451,0.0009871782,0.0003664427,0.000002866358,0.0002591197,0.9969697],"genre_scores_gemma":[0.00478752,0.00002579822,0.0001400765,0.0003487692,0.0009069527,0.00001360577,0.0000239802,0.00004786237,0.9937055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8632654,"threshold_uncertainty_score":0.9973154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188880947931702,"score_gpt":0.2585977816182309,"score_spread":0.2397096868250607,"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."}}