{"id":"W6968249812","doi":"10.5281/zenodo.14887641","title":"S'initier aux bonnes pratiques d'utilisation des agents conversationnels (Copilot et ChatGPT)","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Identification (biology); Community participation; Identifier; Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001541161,0.0002600921,0.0002495891,0.0004254247,0.002572586,0.002973708,0.001426309,0.0001618621,0.005658912],"category_scores_gemma":[0.001663926,0.000299183,0.00009106428,0.001184683,0.0004825272,0.001631013,0.001348717,0.000313216,0.006494272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442006,"about_ca_system_score_gemma":0.00007010002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342645,"about_ca_topic_score_gemma":0.000008563701,"domain_scores_codex":[0.9963793,0.001380659,0.0005014503,0.0006717545,0.000488702,0.0005781328],"domain_scores_gemma":[0.9972971,0.00009624217,0.0002009492,0.0006999213,0.001469285,0.0002364882],"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":[0.0000664084,0.0003148364,0.00004560296,0.0004392005,0.0001286356,0.00002909904,0.01785384,0.0001030177,0.0007846693,0.4653668,0.3340283,0.1808396],"study_design_scores_gemma":[0.0008401386,0.000315525,0.003727787,0.0003389775,0.00002852522,0.00006216714,0.001296127,0.00703134,0.001319545,0.008284777,0.9764689,0.0002862561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02891428,0.003583736,0.3797331,0.02509581,0.004181014,0.002253918,0.0004667332,0.002560309,0.553211],"genre_scores_gemma":[0.9678066,0.0009400416,0.002402903,0.002013387,0.000467085,3.617473e-7,0.001413672,0.0008372606,0.02411872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9388923,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09572151653909712,"score_gpt":0.3033767773456696,"score_spread":0.2076552608065725,"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."}}