{"id":"W2586126089","doi":"10.1007/978-3-319-51541-0_126","title":"Overpressure Due to a Molten Aluminum and Water Explosion in a Casthouse","year":2017,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Fredericton; Hatch (Canada)","funders":"","keywords":"Overpressure; Computational fluid dynamics; Blast wave; Solver; Engineering; Nuclear engineering; Computer science; Aerospace engineering; Shock wave; Physics; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001758851,0.00124373,0.002256714,0.0003249579,0.0005705174,0.001807606,0.001182885,0.0007308853,0.004516068],"category_scores_gemma":[0.0000746458,0.0007937996,0.0001833554,0.00002929679,0.0005501456,0.001093133,0.001369592,0.0002780755,0.001463154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007098,"about_ca_system_score_gemma":0.0001114236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776903,"about_ca_topic_score_gemma":0.001617432,"domain_scores_codex":[0.9953296,0.0003115087,0.001301979,0.001170002,0.0007303557,0.001156574],"domain_scores_gemma":[0.9970246,0.00007126769,0.0005825212,0.001785973,0.0001776104,0.0003580456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005683098,0.00003670464,0.000002449056,0.0002383826,0.00004287215,0.0004154213,0.001985824,0.000005089465,0.9927208,0.001347088,0.002569526,0.0000675744],"study_design_scores_gemma":[0.0006958671,0.0003191296,0.0001883112,0.0005252653,0.0003516666,0.0004251011,0.00007921243,5.259262e-7,0.8530806,0.002963329,0.1399888,0.001382203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852484,0.000368158,0.000006793054,0.001027081,0.003675881,0.001962354,0.001788303,0.0002533592,0.005669688],"genre_scores_gemma":[0.630488,0.0002813732,0.0005464529,0.0005202963,0.001179309,0.000452465,0.0002472474,0.00036859,0.3659163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602466,"threshold_uncertainty_score":0.9994513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978080918104358,"score_gpt":0.2624584619189886,"score_spread":0.232677652737945,"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."}}