{"id":"W4287185336","doi":"","title":"Regards croisés d’une ergonome et d’un psychologue du travail sur l’activité en contexte de travail, d’apprentissage et de formation","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00553618,0.0005658242,0.0004816848,0.004835104,0.002299865,0.005965814,0.0008649502,0.002048267,0.02268152],"category_scores_gemma":[0.02544996,0.0003982406,0.0008019919,0.004028454,0.002500194,0.004023502,0.002752663,0.00222134,0.003622157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414818,"about_ca_system_score_gemma":0.004018955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03044196,"about_ca_topic_score_gemma":0.02828451,"domain_scores_codex":[0.994096,0.001796322,0.000363663,0.0006755083,0.001822718,0.001245696],"domain_scores_gemma":[0.9758661,0.01118875,0.002855265,0.000770473,0.0060984,0.00322107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002660665,0.0005401035,0.4428188,0.001425512,0.0002811873,0.003988497,0.1750773,0.001572025,0.005877561,0.042317,0.02315382,0.3002875],"study_design_scores_gemma":[0.00004504776,0.0004882423,0.7118778,0.001286404,0.0001373538,0.001779553,0.1269542,0.0007026597,0.001837465,0.006015115,0.1487978,0.00007824026],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625578,0.01530042,0.003706483,0.01456298,0.001030502,0.00006999528,0.0007046278,0.00005782693,0.1020093],"genre_scores_gemma":[0.9598429,0.003690827,0.000467011,0.0005507218,0.0004414649,0.00005519171,0.0004006844,0.00008396507,0.03446745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044196,"threshold_uncertainty_score":0.07587719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017512245101851,"score_gpt":0.3132479041650933,"score_spread":0.2830727817140748,"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."}}