{"id":"W2074168025","doi":"10.4018/ijavet.2014010106","title":"Transformative Learning","year":2014,"lang":"en","type":"article","venue":"International Journal of Adult Vocational Education and Technology","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Champlain Regional College","funders":"","keywords":"Transformative learning; Experiential learning; Psychology; Pedagogy; Process (computing); Vocational education; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006460154,0.00006729109,0.00009947612,0.0004652518,0.0002131032,0.00008865365,0.0003358668,0.0001002562,0.000198757],"category_scores_gemma":[0.00372051,0.00006745008,0.00003160968,0.0002930746,0.0002509579,0.0005615386,0.00001445974,0.0003285544,0.00003512194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107514,"about_ca_system_score_gemma":0.0009002986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008142885,"about_ca_topic_score_gemma":0.00003455003,"domain_scores_codex":[0.9988629,0.0001810609,0.0003237772,0.00009545568,0.0004323694,0.0001044571],"domain_scores_gemma":[0.9961494,0.0002922564,0.0004706272,0.00005180176,0.002952483,0.00008345113],"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":[0.00001655707,0.0001866165,0.01516272,0.000003382832,0.00005356194,3.304182e-7,0.01365201,0.00001296706,0.0001104347,0.6603045,0.001213602,0.3092833],"study_design_scores_gemma":[0.0003015666,0.00007609516,0.009373961,0.00005084544,0.00001593714,0.00007587715,0.02099967,0.00003102488,0.0001849194,0.02036553,0.9484283,0.00009623677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018904,0.0003825706,0.007213136,0.3884374,0.005030439,0.000156161,0.000001502673,0.0001149529,0.09677336],"genre_scores_gemma":[0.9923996,0.0003291456,0.004093667,0.0006281905,0.0007002971,0.000007885374,0.000005646668,0.000006428218,0.001829194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9472147,"threshold_uncertainty_score":0.4454066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006949097674424963,"score_gpt":0.3622732030846568,"score_spread":0.3553241054102318,"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."}}