{"id":"W3207465750","doi":"10.4000/rfsic.11835","title":"Designers et ergonomes à l’épreuve de la reconnaissance professionnelle : un essai de comparaison entre deux cultures de la conception dans l’industrie française des télécommunications","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0310731,0.0007147071,0.0006915442,0.003157138,0.008284101,0.01401409,0.001238245,0.002339622,0.009325732],"category_scores_gemma":[0.0471071,0.0007780004,0.0006831214,0.003629184,0.01332074,0.00896017,0.005918299,0.00270018,0.001094582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192615,"about_ca_system_score_gemma":0.02033286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03003065,"about_ca_topic_score_gemma":0.04128579,"domain_scores_codex":[0.9511439,0.0364311,0.001802923,0.002582307,0.00650389,0.001535877],"domain_scores_gemma":[0.9145467,0.06070625,0.005476178,0.005736791,0.011487,0.002047088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003457854,0.0002212145,0.03634425,0.001085715,0.00007583408,0.0003099887,0.7801408,0.0005317839,0.002361791,0.07945122,0.001859455,0.09727222],"study_design_scores_gemma":[0.00008251785,0.0004063465,0.0426984,0.002325674,0.000125944,0.0003608945,0.7911561,0.000693371,0.004396047,0.02318136,0.1344223,0.0001511167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.824041,0.01010118,0.04649455,0.01312781,0.0004333624,0.00044625,0.0001625716,0.00008939318,0.1051039],"genre_scores_gemma":[0.9698827,0.00296931,0.009910181,0.001499705,0.00004396127,0.0004091407,0.00005452676,0.00006536819,0.01516503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917159,"threshold_uncertainty_score":0.1643323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05926522051562031,"score_gpt":0.3598281493508198,"score_spread":0.3005629288351995,"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."}}