{"id":"W194357944","doi":"10.7202/1030119ar","title":"Un traitement documentaire rigoureux","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Library science; Computer science; Philosophy","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0006414402,0.0004183915,0.0003140683,0.001000077,0.0001700458,0.03160485,0.0005644737,0.0001421024,0.002848443],"category_scores_gemma":[0.00009481326,0.0003550001,0.0001576263,0.003368836,0.0001655563,0.08563709,0.0003065987,0.0002160527,0.0008128019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324694,"about_ca_system_score_gemma":0.0003672185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725238,"about_ca_topic_score_gemma":0.000230304,"domain_scores_codex":[0.9969056,0.000300478,0.0006202295,0.0006043765,0.0009512169,0.0006181223],"domain_scores_gemma":[0.9978909,0.00009927368,0.0002899732,0.0004658896,0.0004870383,0.0007669591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000249832,0.0003530208,0.0002878374,0.00004332223,0.0001002384,0.000115378,0.01011864,0.0001959123,0.0002495774,0.6835544,0.2726919,0.0322648],"study_design_scores_gemma":[0.001888587,0.0007506906,0.00244645,0.0001812556,0.00005667509,0.0002029858,0.001018367,0.001041285,0.008445111,0.1642589,0.8190347,0.0006749654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05107979,0.09182903,0.1422134,0.1774724,0.01093361,0.001881899,0.0001377061,0.001087746,0.5233644],"genre_scores_gemma":[0.8083375,0.006078544,0.01755588,0.01846113,0.0007218837,0.00006809631,0.0001796882,0.00006084267,0.1485365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7572577,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882234485531985,"score_gpt":0.3899424582187995,"score_spread":0.201719009665601,"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."}}