{"id":"W42857679","doi":"10.1522/12281028","title":"Modelisation numerique modelisation physique et validation de l ecoulement de cuves de galvanisation","year":2000,"lang":"fr","type":"book","venue":"","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Physics","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":[0.001654908,0.00114906,0.001175793,0.001056662,0.0006666598,0.002769594,0.001521401,0.001712209,0.006150027],"category_scores_gemma":[0.003916453,0.0009219566,0.002003132,0.001136345,0.001003532,0.001583726,0.00108601,0.001436775,0.001970819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641724,"about_ca_system_score_gemma":0.002149238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387329,"about_ca_topic_score_gemma":0.007172721,"domain_scores_codex":[0.998142,0.000367174,0.0001076594,0.0003119436,0.0009592525,0.0001119329],"domain_scores_gemma":[0.9983851,0.0006291161,0.00009947828,0.000251612,0.0006130699,0.00002165401],"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":[0.0002371672,0.00007749172,0.003912072,0.001106787,0.00008753254,0.0001824432,0.0003746674,0.8772578,0.04913055,0.007224628,0.001681446,0.05872743],"study_design_scores_gemma":[0.00006236035,0.0002497542,0.003784876,0.0002150994,0.00007892769,0.0001222152,0.000193787,0.8791068,0.08416522,0.004441402,0.02748572,0.0000938821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.158006,0.001870453,0.8045501,0.0004138876,0.0003327762,0.0005563293,0.001806608,0.003687871,0.02877585],"genre_scores_gemma":[0.8268514,0.00215644,0.1419904,0.0001460705,0.00003794094,0.001280365,0.002144077,0.0007726459,0.02462069],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01387329,"threshold_uncertainty_score":0.02758503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753393232478213,"score_gpt":0.2535459022940945,"score_spread":0.2360119699693124,"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."}}