{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004606393,0.0004821944,0.0004819488,0.0001520969,0.0002783088,0.0001873388,0.0003372399,0.0002466371,0.00133579],"category_scores_gemma":[0.00002658016,0.0005829061,0.0002080209,0.00009448704,0.0001717108,0.0002510218,0.00007125122,0.0004891239,0.001355785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008160563,"about_ca_system_score_gemma":0.000169594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312059,"about_ca_topic_score_gemma":0.003462543,"domain_scores_codex":[0.9978833,0.0001096375,0.0005195813,0.0005284769,0.000151183,0.0008077748],"domain_scores_gemma":[0.999,0.0001037783,0.0001052439,0.0004835149,0.00005675475,0.0002507839],"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":[0.00005273037,0.0004883395,0.01100162,0.0004385565,0.0005349285,0.0000143965,0.008620925,0.00555113,0.003705803,0.7975316,0.05898793,0.113072],"study_design_scores_gemma":[0.003808892,0.0005808764,0.4073179,0.0004502721,0.0002012566,0.00001476039,0.001120778,0.01536582,0.0212459,0.09107055,0.4563743,0.002448641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418665,0.00544613,0.01660801,0.005801555,0.002972683,0.0008160752,0.00009598783,0.0005733126,0.1258198],"genre_scores_gemma":[0.9657368,0.0005056467,0.006437065,0.0002014224,0.001064102,0.0000647827,0.00002676063,0.0001528044,0.02581061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7064611,"threshold_uncertainty_score":0.9996622,"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."}}