{"id":"W2925643968","doi":"10.1093/jvcult/vcy076","title":"Work and Madness: Overworked Men and Fears of Degeneration, 1860s–1910s","year":2019,"lang":"en","type":"article","venue":"Journal of Victorian Culture","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Degeneration (medical); Work (physics); Art; Aesthetics; Visual arts; Medicine; Engineering; Mechanical engineering; Pathology","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":[0.00269387,0.0004104199,0.0005459079,0.001628054,0.02010493,0.005140599,0.0009685424,0.002831905,0.00427417],"category_scores_gemma":[0.004244307,0.000748295,0.0002344524,0.001443424,0.02615449,0.003065325,0.006367769,0.00715621,0.000547823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02189435,"about_ca_system_score_gemma":0.008634536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3023953,"about_ca_topic_score_gemma":0.4495816,"domain_scores_codex":[0.9978543,0.0007423672,0.0000850729,0.000175459,0.0002846843,0.0008581834],"domain_scores_gemma":[0.9985735,0.0003985935,0.0002743306,0.00005785972,0.0001990808,0.0004966135],"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":[0.00002114009,0.00001676356,0.001953017,0.00006650696,0.000004427183,0.0003171666,0.9543689,0.0000319704,0.000143647,0.03413575,0.002308593,0.006632136],"study_design_scores_gemma":[0.000009850414,0.00010531,0.02805743,0.000875731,0.00000957304,0.0007229626,0.5850464,0.00007649131,0.0002737578,0.004831113,0.3799288,0.00006261469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7923116,0.05034126,0.0003867154,0.03538702,0.001328191,0.00004976107,0.0001418667,0.000020703,0.1200329],"genre_scores_gemma":[0.9655857,0.007061983,0.00007281688,0.001997501,0.0002045962,0.00001273395,0.0000216767,0.00002057751,0.02502248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023953,"threshold_uncertainty_score":0.6012702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062018972516988,"score_gpt":0.227297836920678,"score_spread":0.2066776471955081,"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."}}