{"id":"W2231066342","doi":"10.1007/978-1-4020-6545-3_15","title":"Knowledge, Narrative And Self-Study","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Narrative; Self-knowledge; Narrative inquiry; Narrative network; Body of knowledge; Psychology; Narrative criticism; Epistemology; Social psychology; Literature; Art","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":[0.0002747861,0.0001751399,0.0002649496,0.00009147819,0.0006469416,0.00004307462,0.0001354514,0.0002516178,0.002459292],"category_scores_gemma":[0.00003508136,0.0001639488,0.00005618162,0.00002889181,0.0002801279,0.0000407379,0.00003088177,0.0002797603,0.0002202147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843837,"about_ca_system_score_gemma":0.0009141341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532231,"about_ca_topic_score_gemma":0.01068609,"domain_scores_codex":[0.9990823,0.00003977,0.0001568825,0.0003239911,0.0002063332,0.0001907792],"domain_scores_gemma":[0.9994152,0.0001063869,0.00006566512,0.0001261908,0.00009200051,0.0001945197],"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":[0.000001155208,0.0001260118,0.00003702895,0.000004646865,0.00003491833,0.000004043284,0.4104435,2.11581e-8,2.521946e-8,0.5831183,0.005296751,0.0009336926],"study_design_scores_gemma":[0.0001529083,0.0001548343,0.00003964495,0.00002049388,0.00004417731,3.785354e-7,0.06530486,5.272141e-8,3.599036e-8,0.02811488,0.9059473,0.0002203834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003753619,0.00101774,0.000001169197,0.0004515575,0.0007394373,0.0002586521,0.000001510019,0.0001893553,0.9969652],"genre_scores_gemma":[0.1286632,0.0001777144,0.0001094759,0.00005466983,0.0007270059,0.000007007324,0.000001327705,0.00002152056,0.8702381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9006506,"threshold_uncertainty_score":0.9984526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035024252901598,"score_gpt":0.3881696139975661,"score_spread":0.2846671887074063,"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."}}