{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228969,0.0001914894,0.0003775231,0.0003259292,0.0002581314,0.0004331355,0.0003606045,0.0002483276,0.001741494],"category_scores_gemma":[0.000515247,0.0001617193,0.0002271898,0.0003003413,0.0003704165,0.000240539,0.0001586172,0.0003316085,0.0002594866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005453296,"about_ca_system_score_gemma":0.0002954742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907375,"about_ca_topic_score_gemma":0.00702783,"domain_scores_codex":[0.9998529,0.00001327118,0.000005569948,0.00002706628,0.0000714307,0.00002972811],"domain_scores_gemma":[0.9995851,0.0001447129,0.00005276392,0.00005593768,0.0001384353,0.0000230046],"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":[0.0004249565,0.00009019133,0.005469854,0.00008439853,0.00001190467,0.00008609729,0.0001407778,0.03562318,0.9516752,0.0002944074,0.0001154233,0.005983531],"study_design_scores_gemma":[0.00001169674,0.0002662523,0.0109129,0.000005653659,0.000009201842,0.00001961785,0.00006157723,0.1278775,0.8601033,0.00004510185,0.0006711112,0.00001607221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964592,0.00009194214,0.002573639,0.000008142434,0.000003799026,0.000009248329,0.0001612693,0.00009869259,0.0005939971],"genre_scores_gemma":[0.9990157,0.00002625696,0.000509136,0.000001342322,4.065125e-7,0.000005959824,0.00007318299,0.00001117451,0.0003567464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008907375,"threshold_uncertainty_score":0.01771104,"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."}}