{"id":"W4307714734","doi":"","title":"MP-SIM: Maintenance Policy Simulations Tool","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer science","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":[0.0008658536,0.001430397,0.0009500653,0.001237185,0.0004979633,0.001366807,0.002901019,0.001802709,0.06042612],"category_scores_gemma":[0.004770314,0.001142794,0.001161601,0.0008416882,0.0003906685,0.001638858,0.000848206,0.001799112,0.008803758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007464322,"about_ca_system_score_gemma":0.001179088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004706752,"about_ca_topic_score_gemma":0.00470485,"domain_scores_codex":[0.9996378,0.0001084981,0.00003306877,0.00006590586,0.0001094265,0.0000452717],"domain_scores_gemma":[0.9982637,0.001173787,0.00008085225,0.0002000341,0.0002042171,0.00007754033],"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":[0.0004766998,0.000241345,0.001985168,0.0007218492,0.0002276476,0.0002826718,0.0001821061,0.779375,0.002891814,0.0250241,0.1462055,0.04238614],"study_design_scores_gemma":[0.0002343213,0.00003032918,0.0002136287,0.00003444742,0.00002804431,0.00006202967,0.00001928084,0.9418863,0.002644129,0.0124087,0.04241209,0.00002664873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02991031,0.0003343456,0.5799234,0.0008925573,0.0005297454,0.0004900881,0.05182946,0.279889,0.05620106],"genre_scores_gemma":[0.4668962,0.0007710827,0.38753,0.001005692,0.0002095646,0.002309751,0.05533532,0.05303461,0.0329078],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06042612,"threshold_uncertainty_score":0.2021455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621372248366003,"score_gpt":0.2366329489814382,"score_spread":0.2204192264977782,"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."}}