{"id":"W4416564101","doi":"","title":"Intégration de l'impact des technologies de l'industrie 4.0 dans les politiques de maintenance pour une maintenance soutenable : feuille de route et cas d'étude","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Field (mathematics); Process (computing); Context (archaeology); Work (physics); Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.012253,0.0006395254,0.0004648021,0.003224286,0.0009494115,0.008317875,0.0008362011,0.001611441,0.005964101],"category_scores_gemma":[0.01358957,0.0003081623,0.001024569,0.00310381,0.002834263,0.004572106,0.001859637,0.001768625,0.0006513101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161372,"about_ca_system_score_gemma":0.00854711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04875535,"about_ca_topic_score_gemma":0.03296777,"domain_scores_codex":[0.9934154,0.002671281,0.0002604169,0.0004137768,0.002517029,0.0007221265],"domain_scores_gemma":[0.9815938,0.01043768,0.00218777,0.0008158316,0.004243341,0.0007215774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007894228,0.0008245949,0.1968179,0.001979395,0.0004109604,0.0006698525,0.02458348,0.01902023,0.0108102,0.2449676,0.004984688,0.4941416],"study_design_scores_gemma":[0.00007748009,0.001545124,0.6682553,0.00421715,0.0004108739,0.0007113332,0.02797775,0.01244613,0.00693727,0.03771458,0.23954,0.0001669519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7590119,0.03442536,0.01872673,0.021147,0.0003288357,0.0001537727,0.0004782706,0.0001751994,0.165553],"genre_scores_gemma":[0.9718093,0.008547953,0.006806608,0.0004661406,0.00009061333,0.00008548666,0.0001729492,0.00005054104,0.01197048],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04875535,"threshold_uncertainty_score":0.09694314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487635225935023,"score_gpt":0.3762433778589873,"score_spread":0.3213670255996371,"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."}}