{"id":"W7028064046","doi":"","title":"Dynamic Causality Analysis Approaches for Improved Industrial Systems Operational Performance","year":2024,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Office of Energy Research and Development; Natural Sciences and Engineering Research Council of Canada","keywords":"Statistical analysis; Sugar industry; Hierarchy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005487255,0.001904587,0.00108254,0.004868374,0.0009263023,0.002738224,0.001476093,0.001169569,0.01003821],"category_scores_gemma":[0.01318358,0.0006596259,0.001419775,0.003100981,0.001204546,0.003116648,0.00194518,0.002164813,0.0008589412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228583,"about_ca_system_score_gemma":0.003165804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007620629,"about_ca_topic_score_gemma":0.004499813,"domain_scores_codex":[0.9970194,0.001266072,0.0002023541,0.0004341974,0.0008950558,0.0001828412],"domain_scores_gemma":[0.9920238,0.005496828,0.0008014655,0.0003844516,0.001179261,0.0001142047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000147609,0.0001334492,0.003173184,0.0004607275,0.0001888167,0.0001477217,0.0002922476,0.6884972,0.001829292,0.1459779,0.001836415,0.1573154],"study_design_scores_gemma":[0.00002136467,0.00006066612,0.0006716528,0.00006308598,0.00004652941,0.00003698317,0.00008767655,0.8972648,0.0009527428,0.09695471,0.003813236,0.00002654825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007422363,0.0008059419,0.9858739,0.0004344469,0.00009382106,0.00007379446,0.0001314199,0.0003353913,0.004828868],"genre_scores_gemma":[0.6628208,0.002608512,0.3238183,0.0002221309,0.0003192304,0.0005416754,0.0006451824,0.0003022211,0.008721891],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01003821,"threshold_uncertainty_score":0.03358114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101323594465795,"score_gpt":0.2504874016047743,"score_spread":0.2194741656601163,"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."}}