{"id":"W2800626196","doi":"10.1139/tcsme-2005-0007","title":"CONCEPT D’ENTITES D’USINAGE ET AUTOMATISATION DES GROUPEMENTS EN PHASES","year":2005,"lang":"fr","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Machining; Computer science; Humanities; Philosophy; Engineering; Mechanical engineering; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202881,0.0002139402,0.0001999351,0.00006042765,0.0002766267,0.0000637111,0.0002290581,0.0002376149,0.0003310374],"category_scores_gemma":[0.00003658417,0.000227582,0.0004494778,0.0002283791,0.00005547127,0.0004015843,0.000006686137,0.0002555651,0.000002524905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580409,"about_ca_system_score_gemma":0.000132044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009487747,"about_ca_topic_score_gemma":0.0227017,"domain_scores_codex":[0.9989405,0.00001497229,0.0003199374,0.0001703998,0.0001567997,0.0003973619],"domain_scores_gemma":[0.9993905,0.0001115124,0.00005216503,0.000197252,0.00006412494,0.0001844508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001373517,0.00002760845,9.066708e-7,0.0004760949,0.0001861736,1.066737e-7,0.001697161,0.9719077,0.00072463,0.005960209,0.0002637312,0.01875433],"study_design_scores_gemma":[0.000492099,0.00003344157,0.00005785702,0.0002805239,0.0002096313,0.000004510077,0.0001227457,0.9437568,0.03462251,0.00032607,0.0198545,0.0002392714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005765079,0.001374056,0.9882773,0.002602493,0.0009495156,0.00045307,0.0003670795,0.0001273671,0.00008408856],"genre_scores_gemma":[0.8609133,0.0002272104,0.13767,0.0001016898,0.0001232879,0.00005338838,0.00002638976,0.00005805002,0.0008266756],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8551482,"threshold_uncertainty_score":0.9971082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043777848401012,"score_gpt":0.2190293741378833,"score_spread":0.2085915956538732,"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."}}