{"id":"W4225109334","doi":"","title":"L'Intelligence Artificielle (IA) au travail : Formes hybrides d'interaction et reconfiguration des pratiques de travail","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; University of Ottawa","funders":"","keywords":"Computer science; Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01791782,0.0004251099,0.0004220079,0.0003114612,0.003019726,0.0006049987,0.001263998,0.0005422928,0.004395064],"category_scores_gemma":[0.003343694,0.0005140378,0.0003020571,0.0007386045,0.001383154,0.001073985,0.0004409357,0.001812776,0.0003056876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088541,"about_ca_system_score_gemma":0.001464882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01563879,"about_ca_topic_score_gemma":0.04076136,"domain_scores_codex":[0.9835492,0.01332594,0.001077054,0.0007298218,0.0005887913,0.0007291841],"domain_scores_gemma":[0.9936544,0.002409459,0.001215077,0.001043989,0.001468162,0.0002088705],"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":[0.00002954695,0.0003551593,0.001809091,0.0001384047,0.00007633727,0.00000317647,0.2421757,0.002232946,0.0007815193,0.4259117,0.0008436388,0.3256428],"study_design_scores_gemma":[0.000536361,0.0000129963,0.02678655,0.003211266,0.0002210632,0.00009687654,0.1381872,0.1059307,0.1510807,0.05851785,0.513428,0.001990412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3710894,0.0008605731,0.281151,0.01674829,0.0006543127,0.0007274579,0.00004366198,0.0005210277,0.3282043],"genre_scores_gemma":[0.9035202,0.003507835,0.01885182,0.0002647354,0.00005286984,0.0002374361,0.0005409417,0.00004477639,0.07297938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5324308,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510769678686726,"score_gpt":0.290657087611884,"score_spread":0.2655493908250167,"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."}}