{"id":"W2327375058","doi":"10.5958/2454-1753.2015.00012.4","title":"Reading Literary Fiction Invigorates the Human in Us","year":2015,"lang":"en","type":"article","venue":"Motifs A Peer Reviewed International Journal of English Studies","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Reading (process); Feeling; Appeal; Literary fiction; Literature; Literary criticism; Aesthetics; Psychology; Sociology; Art; Social psychology; Philosophy; Political science; Law; 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":[],"consensus_categories":[],"category_scores_codex":[0.002516246,0.0002069194,0.0005112597,0.0002624518,0.00010899,0.0001015182,0.0005363132,0.00006077974,0.00006962632],"category_scores_gemma":[0.003864733,0.0001312469,0.0001864229,0.0002297083,0.0001475206,0.0003819771,0.0001277132,0.0005122163,0.00002534811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460343,"about_ca_system_score_gemma":0.00003493684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003428274,"about_ca_topic_score_gemma":0.00003005693,"domain_scores_codex":[0.9975662,0.0003587205,0.0009205357,0.000195719,0.0007297912,0.0002290734],"domain_scores_gemma":[0.9942011,0.0002865416,0.0005752916,0.0001835244,0.004686424,0.00006711682],"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":[0.0001289047,0.0002903616,0.04489392,0.00006283716,0.00243724,0.0002522774,0.4399904,0.00005766351,0.00001719239,0.003138116,0.5030139,0.00571719],"study_design_scores_gemma":[0.003047403,0.0003552981,0.01913155,0.001421837,0.0002149562,0.0001045667,0.2328678,0.00001038217,0.00002901669,0.004806384,0.7376524,0.0003583514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7466039,0.1812581,0.00004502286,0.01621515,0.02225082,0.0004507486,0.00001780601,0.00005710588,0.03310137],"genre_scores_gemma":[0.988811,0.004539943,0.0001054307,0.0005968589,0.00375044,0.00003079517,0.000007137157,0.0000226718,0.002135746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422071,"threshold_uncertainty_score":0.5352094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366117700035709,"score_gpt":0.4079178342964547,"score_spread":0.2713060642928838,"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."}}