{"id":"W2523754028","doi":"10.1177/0741713615627443","title":"Book Review: <i>A Novel Idea: Researching Transformative Learning in Fiction</i> , by Lawrence, R. L., &amp; Cranton, P.","year":2016,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Transformative learning; Sociology; Psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007788238,0.0001282497,0.0001692898,0.0001277908,0.0004032904,0.00007975807,0.0002559416,0.00008535263,0.000748836],"category_scores_gemma":[0.0005105347,0.0001076192,0.00006172289,0.000447297,0.0001478379,0.0009830544,0.000004523572,0.0002399309,0.0002167664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887381,"about_ca_system_score_gemma":0.0007036094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908168,"about_ca_topic_score_gemma":0.001826426,"domain_scores_codex":[0.9982615,0.000313081,0.0004139199,0.0002724239,0.0003732139,0.0003658673],"domain_scores_gemma":[0.9988322,0.0002453625,0.0001599575,0.0001859462,0.0004298525,0.000146738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007660697,0.0001894895,0.001159455,0.00006246337,0.000006294919,7.179572e-8,0.06086082,1.311653e-7,0.0004520504,0.003985587,0.7841601,0.1491159],"study_design_scores_gemma":[0.0002599372,0.00004528756,0.000966461,0.0009464694,0.00000706822,7.993501e-7,0.0101429,0.000002098665,0.00003029335,0.0003837287,0.9870455,0.0001694482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08805829,0.1114885,0.05373851,0.5484263,0.00550821,0.004395605,0.00008408966,0.0009838992,0.1873166],"genre_scores_gemma":[0.5054799,0.0430122,0.0009508061,0.03394395,0.001404526,0.0009929008,0.0001536967,0.00007058021,0.4139914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5144823,"threshold_uncertainty_score":0.8199229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070523829893713,"score_gpt":0.323205473633367,"score_spread":0.3125002353344299,"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."}}