{"id":"W171624122","doi":"10.7202/1030013ar","title":"Le répertoire de vedettes-matière : outil du XXIe siècle","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008122975,0.0003472249,0.0003159867,0.0009549192,0.0007624539,0.01874164,0.0003337578,0.0001307566,0.00808391],"category_scores_gemma":[0.0001423561,0.0003707228,0.0001777971,0.000400051,0.0005656493,0.01782038,0.0001168924,0.0002945214,0.0006445755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706449,"about_ca_system_score_gemma":0.0005955767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009294214,"about_ca_topic_score_gemma":0.002222073,"domain_scores_codex":[0.9977466,0.0002912396,0.0005240972,0.0003537495,0.0005157684,0.0005685347],"domain_scores_gemma":[0.9985978,0.0001921574,0.0002074735,0.0002818237,0.0003925382,0.0003282003],"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":[0.00003964874,0.0002354621,0.0009284736,0.00008388812,0.00006432276,0.00002926214,0.02901371,0.00003615199,0.000007808887,0.7762184,0.1902168,0.003126088],"study_design_scores_gemma":[0.0009674526,0.0003062512,0.0007573601,0.0001714459,0.00005313083,0.00002271271,0.02712504,0.0001385915,0.0001861174,0.07662369,0.8932114,0.000436818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07023404,0.01455291,0.0002803145,0.02811686,0.001925105,0.0003407583,0.0002419158,0.0002714139,0.8840367],"genre_scores_gemma":[0.8117794,0.001978822,0.0002275574,0.006422734,0.001445007,0.00004870524,0.0001754542,0.00007291701,0.1778494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7415453,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649878248166064,"score_gpt":0.2889829131751445,"score_spread":0.2424841306934839,"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."}}