{"id":"W2761975464","doi":"10.1057/978-1-137-55783-4_52","title":"Creativity, the Arts, and Transformative Learning","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Transformative learning; Creativity; The arts; Pedagogy; Sociology; Perspective (graphical); Creativity technique; Lifelong learning; Psychology; Mathematics education; Engineering ethics; Visual arts; Engineering; Art; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004810771,0.000228706,0.0002644976,0.00005714431,0.001562627,0.0002492712,0.0003399324,0.0002352221,0.000270503],"category_scores_gemma":[0.0001088765,0.0001742588,0.0001154864,0.000004521459,0.0007882629,0.000001622416,0.0000570255,0.0004460895,0.00005331591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004201746,"about_ca_system_score_gemma":0.0001544796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005595344,"about_ca_topic_score_gemma":0.003462959,"domain_scores_codex":[0.9989275,0.00007312351,0.0001908578,0.0002373831,0.0003138836,0.0002572579],"domain_scores_gemma":[0.9990156,0.0002077951,0.0002700787,0.0002844683,0.0001100532,0.0001119533],"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":[0.000003834322,9.800726e-8,0.0001880573,0.00001051678,0.00003556219,0.000002338563,0.03935905,3.933731e-8,0.000001063645,0.8678949,0.0000350082,0.09246949],"study_design_scores_gemma":[0.0001050836,0.00002345729,0.0004592958,0.0001004358,0.00005419354,0.000002141404,0.002396018,0.000002370102,0.000005843275,0.7203823,0.2762354,0.0002334016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002126784,0.000530294,0.00006795963,0.0009393724,0.0002799197,0.0003659323,0.00001131949,0.00006054134,0.997532],"genre_scores_gemma":[0.787982,0.0004059763,0.00002459031,0.00008345904,0.0005010134,0.00001430858,0.000007230311,0.00002091407,0.2109605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7877694,"threshold_uncertainty_score":0.9997372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167986674310108,"score_gpt":0.302149164731507,"score_spread":0.270469297988406,"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."}}