{"id":"W4389584968","doi":"10.17118/11143/20927","title":"Efficient algorithm for thermomechanical simulation of industrialprocesses","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Data Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Algorithm","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":[0.0006266879,0.000894265,0.001038284,0.0006519669,0.0005556449,0.0009290813,0.002076503,0.00133861,0.008454201],"category_scores_gemma":[0.001528683,0.0005227497,0.0008622396,0.001066063,0.0004957233,0.001007441,0.001235545,0.001343496,0.002993203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486307,"about_ca_system_score_gemma":0.001455402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294955,"about_ca_topic_score_gemma":0.002152618,"domain_scores_codex":[0.9995127,0.00009285515,0.00003095371,0.00006495577,0.0002476116,0.00005097892],"domain_scores_gemma":[0.9995504,0.0001590792,0.00003677785,0.00008558914,0.0001453402,0.00002267629],"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":[0.00005983348,0.00004231789,0.0002931142,0.0001442238,0.00004341246,0.0000823102,0.00004604713,0.8649613,0.005708725,0.04543623,0.002817709,0.08036482],"study_design_scores_gemma":[0.00001463956,0.000009091859,0.00004628191,0.000006403446,0.000004153523,0.00001705803,0.000002878104,0.9884555,0.001000574,0.006389596,0.00404896,0.000004843547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001275514,0.0001117887,0.9968286,0.00002960009,0.00002362794,0.00002656578,0.00006453611,0.0005594621,0.001080329],"genre_scores_gemma":[0.07713604,0.0003303844,0.9166794,0.00005796755,0.0000397464,0.0005675124,0.0004750873,0.0005020811,0.004211759],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008454201,"threshold_uncertainty_score":0.02828211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988409763189495,"score_gpt":0.3163513148531354,"score_spread":0.2764672172212405,"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."}}