{"id":"W1979083165","doi":"10.1353/his.2014.0031","title":"“Not Unless Necessary”: Student Responses to War Work at the University of Toronto, 1914-1918","year":2014,"lang":"fr","type":"article","venue":"Histoire sociale","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Spanish Civil War; World War II; First world war; Public university; Media studies; Sociology; Political science; Gender studies; History; Psychology; Medical education; Law; Public administration; Medicine; Engineering; Ancient history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009332356,0.0001544359,0.0003282834,0.0000689347,0.005523651,0.00006042603,0.0007353219,0.0002305612,0.005809587],"category_scores_gemma":[0.0001637952,0.0002019898,0.0002493898,0.0003965981,0.00394161,0.0002168327,0.0002145246,0.0001669755,0.00059758],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009539166,"about_ca_system_score_gemma":0.001011679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8048447,"about_ca_topic_score_gemma":0.9869081,"domain_scores_codex":[0.9975336,0.0008480391,0.0002291184,0.0003381896,0.0006060487,0.0004450089],"domain_scores_gemma":[0.9986613,0.0003114264,0.0002116618,0.0003758171,0.0001500057,0.000289748],"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":[0.0002132615,0.0001738317,0.002000818,0.00005424012,0.000069924,0.00001734307,0.1858022,0.00001603217,0.00006603225,0.04083893,0.6337536,0.1369937],"study_design_scores_gemma":[0.000229167,0.00005393655,0.02137522,0.00006233223,0.00009779763,4.386392e-7,0.0163935,9.863546e-7,0.000003138724,0.00009655501,0.9614658,0.0002211728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5415331,0.06454442,0.00009913638,0.0634126,0.01208251,0.0007576731,0.0003082973,0.0001011435,0.3171612],"genre_scores_gemma":[0.3400386,0.001122836,0.00004053668,0.0005793132,0.0005475819,0.000002064276,0.000004057464,0.00001764964,0.6576474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3404862,"threshold_uncertainty_score":0.9987691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362981437660935,"score_gpt":0.2300843415770827,"score_spread":0.2164545272004733,"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."}}