{"id":"W7042373835","doi":"","title":"Reactive two-phase finite element flow model for materials in the semi-solid state","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aluminium Refining, Degassing and Filtering (Canada)","funders":"","keywords":"Finite element method; State (computer science); Flow (mathematics); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005849785,0.000612811,0.0009264598,0.0005226179,0.000536509,0.001030911,0.002067582,0.002286434,0.006291166],"category_scores_gemma":[0.001104852,0.0006231447,0.0008641931,0.0003946828,0.001162477,0.001266551,0.0006725502,0.001171088,0.0009217475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007675461,"about_ca_system_score_gemma":0.001187204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004427497,"about_ca_topic_score_gemma":0.003358567,"domain_scores_codex":[0.9998004,0.00006063424,0.000008385567,0.00003093181,0.0000788746,0.00002081227],"domain_scores_gemma":[0.999529,0.0002506365,0.00004612314,0.00004444923,0.0001037426,0.00002604941],"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":[0.00004333822,0.00004311898,0.0001151481,0.00003970315,0.00001126506,0.00002614054,0.00003632507,0.968264,0.002119456,0.02535122,0.0003757662,0.003574369],"study_design_scores_gemma":[0.000005593903,0.000006320149,0.00001141414,0.000002056424,0.000001658898,0.000002793546,0.000002578549,0.9974223,0.0002011974,0.001903216,0.0004388689,0.000001954611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01777821,0.0001527978,0.9720873,0.0003570188,0.0001018883,0.00007628689,0.0002526878,0.0003545561,0.008839247],"genre_scores_gemma":[0.6455517,0.0004872194,0.311923,0.0003747537,0.00008106326,0.0007802431,0.0009003765,0.0004774167,0.03942424],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006291166,"threshold_uncertainty_score":0.0210461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661127340602951,"score_gpt":0.2864869476976816,"score_spread":0.2698756742916521,"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."}}