{"id":"W2607028110","doi":"10.1017/s135824611500003x","title":"Training, Transformation and Education","year":2015,"lang":"en","type":"article","venue":"Royal Institute of Philosophy Supplement","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Epistemology; Transformational leadership; Psychology; Relevance (law); Rationality; Cognitive science; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181199,0.0002327186,0.0001825265,0.000508766,0.002663069,0.003817367,0.0005685756,0.002083063,0.005005979],"category_scores_gemma":[0.002377979,0.00009548364,0.0001598176,0.000370331,0.03299486,0.00366596,0.003885253,0.003665697,0.000508582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005755027,"about_ca_system_score_gemma":0.004116211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007822569,"about_ca_topic_score_gemma":0.004819047,"domain_scores_codex":[0.9982811,0.001003437,0.00004591766,0.0001979024,0.0002245263,0.0002471212],"domain_scores_gemma":[0.9990172,0.0004752513,0.0001039133,0.0001215731,0.000108004,0.0001739546],"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":[0.000002958801,0.00001295164,0.00009224172,0.00001569569,6.19782e-7,0.00001975475,0.002365061,0.00009889961,0.00004754818,0.9864925,0.004167391,0.006684362],"study_design_scores_gemma":[0.000008304534,0.00002625539,0.0005098208,0.0001570409,0.00000182027,0.00006918785,0.003030828,0.000272083,0.000245095,0.697216,0.2984573,0.000006252172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02312366,0.01008922,0.007773894,0.1266492,0.0008251858,0.00003600388,0.00003097761,0.00007359213,0.8313982],"genre_scores_gemma":[0.9078871,0.002700744,0.002121062,0.007902363,0.0002837356,0.00005311914,0.00001687736,0.00003189421,0.0790031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007822569,"threshold_uncertainty_score":0.0417558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256077705233077,"score_gpt":0.3010522787657926,"score_spread":0.1754445082424849,"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."}}