{"id":"W3048468856","doi":"10.1002/9781118647783.ch15","title":"Settling Phenomena in Casting Furnaces: A Fundamental and Experimental Investigation","year":2013,"lang":"en","type":"other","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Cégep de Jonquière","funders":"","keywords":"Settling; Simple (philosophy); Casting; Flow (mathematics); Mechanics; Mechanical engineering; Computer science; Materials science; Engineering; Metallurgy; Physics; Thermodynamics; Epistemology","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":[0.000576866,0.0003383103,0.0005072075,0.0005864635,0.0008266664,0.0009904838,0.0008218893,0.0005812736,0.002869824],"category_scores_gemma":[0.001286734,0.0003901502,0.0004428338,0.0009389641,0.0007753315,0.0009166866,0.0003627185,0.0007848615,0.0005064802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170409,"about_ca_system_score_gemma":0.0008408524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574859,"about_ca_topic_score_gemma":0.007900528,"domain_scores_codex":[0.9993215,0.00005306009,0.00003057597,0.00011065,0.0004380957,0.00004612799],"domain_scores_gemma":[0.9994155,0.0002964563,0.00004633312,0.00006701955,0.0001560762,0.00001856821],"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":[0.0006494071,0.0004983985,0.005416151,0.0007239652,0.00002040314,0.0001730612,0.0009316848,0.008971939,0.8848753,0.008025672,0.001021037,0.08869307],"study_design_scores_gemma":[0.00003520137,0.0004387366,0.01211172,0.00002895691,0.00002269007,0.0001448479,0.0002728022,0.03685584,0.9433881,0.0006700684,0.005991383,0.00003952915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033002,0.002921192,0.07344061,0.0001950127,0.0001118009,0.0002819881,0.0008543938,0.0007953841,0.0180994],"genre_scores_gemma":[0.9740607,0.001604299,0.01592711,0.00003061891,0.00003210013,0.00003689586,0.0005059949,0.00007511911,0.007727184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00574859,"threshold_uncertainty_score":0.01143026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157140316034329,"score_gpt":0.2047899886974518,"score_spread":0.1932185855371085,"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."}}