{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01234477,0.0004623693,0.0004275065,0.0002871729,0.002531554,0.00124574,0.001617136,0.0009629949,0.0007413149],"category_scores_gemma":[0.003595312,0.0005443191,0.0001913376,0.001529293,0.003333678,0.004666077,0.0002391764,0.002137441,0.000093489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463497,"about_ca_system_score_gemma":0.002556826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112216,"about_ca_topic_score_gemma":0.0008422851,"domain_scores_codex":[0.9849874,0.01252323,0.0009776622,0.0003277105,0.0003350814,0.0008489393],"domain_scores_gemma":[0.9892524,0.007912667,0.0006668381,0.001271376,0.0004697531,0.0004269848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007943629,0.0008778349,0.0330133,0.0008727975,0.0001615269,0.00001151331,0.4864669,0.2538157,0.007153777,0.1652085,0.01424448,0.03809417],"study_design_scores_gemma":[0.002694617,0.0001218508,0.1390881,0.003779501,0.0004544636,0.001716953,0.111446,0.316178,0.01472526,0.0272136,0.3809647,0.001616949],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3972828,0.0245882,0.3488137,0.008850138,0.0003319065,0.0008818943,0.0000985051,0.0005239156,0.218629],"genre_scores_gemma":[0.8118109,0.01823146,0.1678102,0.0008470887,0.00006506034,0.0002643493,0.0002182515,0.00004261387,0.0007100796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4145281,"threshold_uncertainty_score":0.9997911,"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."}}