{"id":"W4319591814","doi":"10.1007/978-3-031-22532-1_101","title":"Improvements to a Mathematical Model Used to Reproduce the Wave and Stream at the Bath-Metal Interface and Assess Their Impact on the Movement of Alumina Rafts","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Impulse (physics); Mechanics; Interface (matter); Perturbation (astronomy); Classical mechanics; Lift (data mining); Mechanical engineering; Physics; Computer science; Engineering; Bubble","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":[0.0007833854,0.0008618478,0.0008069621,0.0005672922,0.0007630137,0.001194885,0.002207705,0.002037315,0.008548581],"category_scores_gemma":[0.003648903,0.0004546246,0.001789855,0.0005931049,0.0005734783,0.001975265,0.000799816,0.001817406,0.003319899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009720238,"about_ca_system_score_gemma":0.001648718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662162,"about_ca_topic_score_gemma":0.01201832,"domain_scores_codex":[0.9997047,0.00005578316,0.00002606731,0.00005299051,0.0001308328,0.00002960204],"domain_scores_gemma":[0.9990211,0.0003027942,0.00007505533,0.0001972233,0.0003717027,0.00003224846],"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":[0.00004090271,0.0001860362,0.0007571896,0.0001098327,0.0000299175,0.0001451343,0.00007545226,0.9420001,0.01328073,0.02297086,0.002812139,0.01759167],"study_design_scores_gemma":[0.000007211915,0.00001137269,0.00007839019,0.000004503917,0.000006295925,0.00001994929,0.000007943933,0.9963893,0.001060245,0.001175135,0.001231477,0.000008232347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01892326,0.0001650934,0.957664,0.0005610721,0.0006626825,0.0001599058,0.0005026977,0.001137304,0.02022401],"genre_scores_gemma":[0.5162452,0.00100951,0.4051729,0.00101954,0.00042837,0.0009283511,0.001266988,0.002491722,0.07143752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01662162,"threshold_uncertainty_score":0.03304976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681888355104564,"score_gpt":0.2547282252237946,"score_spread":0.2179093416727489,"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."}}