{"id":"W4387015412","doi":"10.3917/geco1.153.0049","title":"Des puces et des hommes : quand le travail « 4.0 » se révèle plus humain que prévu","year":2023,"lang":"fr","type":"article","venue":"Annales des Mines - Gérer et comprendre","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Humanities; Political science; 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":[],"category_scores_codex":[0.0005418334,0.0007619509,0.0006790502,0.0004445363,0.0004351525,0.0007620119,0.0006419661,0.0004482492,0.000473482],"category_scores_gemma":[0.0001244201,0.000856908,0.0003390008,0.001232552,0.001304504,0.002802623,0.0001678057,0.0006013929,0.0008857195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508344,"about_ca_system_score_gemma":0.0002784144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009411313,"about_ca_topic_score_gemma":0.008264669,"domain_scores_codex":[0.9966395,0.000268751,0.0008903255,0.0005414834,0.000450078,0.0012098],"domain_scores_gemma":[0.998165,0.000539317,0.0001257865,0.0005305939,0.0002632565,0.0003760328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001473403,0.0005955301,0.01184122,0.009858217,0.001148146,0.00045656,0.1688592,0.2347612,0.002225646,0.0209034,0.3633719,0.1858316],"study_design_scores_gemma":[0.003418483,0.0005223129,0.03981644,0.005603804,0.0002577451,0.0006299481,0.04846741,0.0257565,0.01106834,0.02306227,0.8381851,0.003211585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085614,0.02273027,0.004141821,0.002152218,0.001012332,0.000467727,0.0007653694,0.001109529,0.05905932],"genre_scores_gemma":[0.9098555,0.005354374,0.003493524,0.0002190771,0.0003889617,0.0001609525,0.0005944732,0.0002473307,0.07968576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748132,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012855432813301,"score_gpt":0.3035428550982432,"score_spread":0.202257311816913,"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."}}