{"id":"W2947354372","doi":"10.1088/1757-899x/529/1/012052","title":"Characterization of heat transfer and its effect on solidification in water cooled LPDC of wheels","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heat transfer; Casting; Die casting; Mechanical engineering; Materials science; Boiling heat transfer; Heat transfer coefficient; Automotive industry; Die (integrated circuit); Boiling; Transient (computer programming); Process (computing); Water cooling; Thermodynamics; Mechanics; Computer science; Critical heat flux; Metallurgy; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003023554,0.00013877,0.0002659263,0.0001533396,0.00001871629,0.00005295059,0.0001035526,0.00005287346,0.00003337114],"category_scores_gemma":[0.00001752755,0.0001063039,0.000008005473,0.0001142763,0.00008585795,0.0005178314,0.00002591322,0.00004505865,0.00000286612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046272,"about_ca_system_score_gemma":0.00001510554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000759087,"about_ca_topic_score_gemma":0.00000138012,"domain_scores_codex":[0.9992486,0.00001159538,0.0002399194,0.0001654135,0.0001378213,0.0001966585],"domain_scores_gemma":[0.9997675,0.00001098838,0.000009112478,0.0001089417,0.00007158704,0.00003180204],"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":[0.00003664569,0.000002283201,0.00008404656,0.0005213082,0.000003485819,2.356465e-7,0.001115591,0.001362826,0.9964992,0.0002391638,3.988521e-8,0.000135185],"study_design_scores_gemma":[0.0001844531,0.0001303775,0.01046282,0.0001718112,0.000004071814,0.000004237467,0.0000261657,0.003299224,0.9855825,0.000004457755,0.0000103642,0.0001195518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992838,0.00002902509,0.00008512638,0.00001429959,0.000259416,0.0002506931,0.00001146445,0.0000360327,0.0000301581],"genre_scores_gemma":[0.9998385,0.00008500939,0.0000229186,0.000003135598,0.00001059138,0.00001250841,0.000006507155,0.00001338192,0.000007410446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091673,"threshold_uncertainty_score":0.4334947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006769149405809392,"score_gpt":0.1774099879724818,"score_spread":0.1706408385666724,"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."}}