{"id":"W1983462386","doi":"10.3917/th.773.0205","title":"L'ergonomie prospective : quelques leçons pour son développement","year":2014,"lang":"fr","type":"article","venue":"Le travail humain","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01719531,0.001237851,0.000769877,0.00251558,0.002636033,0.01181899,0.001146069,0.003170759,0.01966272],"category_scores_gemma":[0.01990233,0.0004470196,0.001027697,0.002299788,0.00234157,0.007688611,0.002488567,0.004017232,0.003588718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006549763,"about_ca_system_score_gemma":0.01710973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380185,"about_ca_topic_score_gemma":0.04292609,"domain_scores_codex":[0.9936025,0.003123507,0.0003209842,0.000556514,0.001518745,0.0008777709],"domain_scores_gemma":[0.976338,0.01040199,0.001032951,0.0005990607,0.007416569,0.004211493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000967024,0.001984759,0.1202629,0.0017377,0.0001765674,0.001299725,0.01798267,0.001604114,0.002711726,0.06782711,0.06098299,0.7224626],"study_design_scores_gemma":[0.000173799,0.001700258,0.2923357,0.008584932,0.0001682332,0.001380864,0.05371384,0.001906685,0.002640102,0.01738264,0.6197358,0.0002770714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2531213,0.2435417,0.01643315,0.3225838,0.01135269,0.0003434008,0.001325348,0.0003562328,0.1509424],"genre_scores_gemma":[0.6679348,0.1625516,0.01395237,0.01722296,0.006232104,0.0007194698,0.001266389,0.0002458837,0.1298744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03380185,"threshold_uncertainty_score":0.09093863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270829077728816,"score_gpt":0.2177863553260464,"score_spread":0.2050780645487583,"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."}}