{"id":"W2041553482","doi":"10.1111/j.1741-5446.2009.00306.x","title":"APPRAISING THE ETHOS OF EXPERIENTIAL NARRATIVES: KEY ASPECTS OF A METHODOLOGICAL CHALLENGE","year":2009,"lang":"en","type":"article","venue":"Educational Theory","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Narrative; Ethos; Experiential learning; Feeling; Context (archaeology); Psychology; Friendship; Social psychology; Aesthetics; Sociology; Pedagogy; Literature; Art; History; Philosophy; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002926806,0.00006883928,0.0001610419,0.00005230488,0.0003688878,0.000008763926,0.0002618353,0.0000739118,0.0009300752],"category_scores_gemma":[0.00259574,0.00005039209,0.00008942147,0.0001897558,0.0007499759,0.00005688724,0.00001008933,0.000165349,0.00000537237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005152534,"about_ca_system_score_gemma":0.0006681124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006182687,"about_ca_topic_score_gemma":0.0000111753,"domain_scores_codex":[0.9974952,0.001696929,0.0002129152,0.0001485679,0.0002932094,0.0001532288],"domain_scores_gemma":[0.9965682,0.002940809,0.0001566979,0.0001430414,0.0001255369,0.00006574099],"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":[0.00001735142,0.0001764066,0.00002283622,0.000002121039,0.000006926894,6.201422e-8,0.3498937,0.000001110683,0.0002519762,0.6469548,0.0003068189,0.002365841],"study_design_scores_gemma":[0.00006640921,0.00008946915,0.002430473,0.00001604593,0.000007019075,5.801791e-7,0.3074127,2.24568e-7,0.0001368864,0.6619681,0.02780625,0.00006585079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4005165,0.002695123,0.002039211,0.03561234,0.001924232,0.0002101687,0.000003947767,0.00003088045,0.5569676],"genre_scores_gemma":[0.9943067,0.0000271316,0.003957336,0.0001693096,0.0007662776,0.00001072756,0.000001943292,0.000003648364,0.0007569465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5937902,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2909982081317078,"score_gpt":0.4901732275086174,"score_spread":0.1991750193769096,"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."}}