{"id":"W4248407903","doi":"10.7202/1047866ar","title":"Introduction","year":2018,"lang":"fr","type":"article","venue":"Cahiers d histoire","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0004576157,0.0003428541,0.0003074112,0.0002876612,0.002769769,0.00006575752,0.0003003308,0.0005278933,0.01236862],"category_scores_gemma":[0.0004562856,0.0004429884,0.0001563232,0.000921969,0.02072021,0.0004932552,0.00004482287,0.0006480101,0.1586429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004680459,"about_ca_system_score_gemma":0.0002117817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061692,"about_ca_topic_score_gemma":0.0001062449,"domain_scores_codex":[0.9975347,0.0002328139,0.0003579794,0.0007461481,0.0003581775,0.0007701863],"domain_scores_gemma":[0.9980435,0.00002661221,0.0002096363,0.0009305503,0.0004515622,0.0003381244],"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":[0.00009009166,0.0001181927,0.00002639605,0.00005316177,0.00005718678,0.00002876038,0.006843619,0.000004586322,0.01034827,0.04061932,0.8756064,0.06620404],"study_design_scores_gemma":[0.0004865694,0.0002941059,0.0001922228,0.00005172956,0.0001719566,0.0001674932,0.0009508075,0.000244312,0.00339736,0.001092728,0.9924925,0.0004582105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1399732,0.2009348,0.002279451,0.1135035,0.1838943,0.0009783461,0.0003800668,0.001438684,0.3566176],"genre_scores_gemma":[0.2517196,0.00005628647,0.001946608,0.0005882269,0.03751243,0.00001772871,0.00007015882,0.0002641295,0.7078249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3512073,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005848287419016488,"score_gpt":0.2097400720108374,"score_spread":0.2038917845918209,"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."}}