{"id":"W4284697056","doi":"10.1080/13642529.2022.2095181","title":"Using fiction to tell mad stories: a journey into historical imagination and empathy","year":2022,"lang":"en","type":"article","venue":"Rethinking History","topic":"Philosophy, History, and Historiography","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Empathy; Novella; Scholarship; Craft; Narrative; History; Literature; Aesthetics; Psychoanalysis; Sociology; Psychology; Art; Social psychology; Law; Archaeology; Political 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005883403,0.0002459799,0.0003034021,0.0009202725,0.002235318,0.00005988518,0.0002454907,0.00006232971,0.0007793107],"category_scores_gemma":[0.00005396287,0.0002997454,0.0001540232,0.0001306363,0.0002349457,0.0003521008,0.0001222713,0.0005844344,0.00001412395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516466,"about_ca_system_score_gemma":0.0002076326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500859,"about_ca_topic_score_gemma":0.0004935959,"domain_scores_codex":[0.9980788,0.0001874636,0.0003618861,0.0004849587,0.0006048344,0.0002820338],"domain_scores_gemma":[0.999063,0.00005395867,0.0002231854,0.0003172821,0.0001685346,0.0001740743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000895138,0.0001464708,0.0001120265,0.00008039377,0.00003700575,0.00002938364,0.7412608,0.00004505517,0.0009318885,0.04228194,0.2135858,0.001399684],"study_design_scores_gemma":[0.0002388333,0.0002208175,0.00003200811,0.00002153681,0.00006568182,0.00001662574,0.00278441,0.0001251224,0.000003194685,0.005094193,0.9910303,0.0003672284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2871884,0.1556229,0.002737031,0.004924233,0.1012768,0.001911445,0.0001007305,0.002114976,0.4441236],"genre_scores_gemma":[0.9787021,0.00008045649,0.001995828,0.001646565,0.002528917,0.0000845749,0.0000244073,0.0001085117,0.01482861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7774445,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057280788593964,"score_gpt":0.2525605742653286,"score_spread":0.171987766379389,"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."}}