{"id":"W7124231681","doi":"","title":"Quantification of heat transfer associated with water cooling in dies for low pressure die casting","year":2025,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nucleate boiling; Heat transfer; Boiling; Subcooling; Coolant; Critical heat flux; Heat transfer coefficient; Thermal conduction; Water cooling","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":[0.0002141124,0.0002523375,0.0002831592,0.0004241485,0.0001913338,0.0003544752,0.0002812883,0.0002267481,0.0009885196],"category_scores_gemma":[0.0004873138,0.0001689869,0.0002265788,0.0003051365,0.0003405839,0.0003288845,0.0001723494,0.0003629475,0.0002298396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095439,"about_ca_system_score_gemma":0.0002090572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295614,"about_ca_topic_score_gemma":0.001550268,"domain_scores_codex":[0.9998487,0.000009761186,0.000003199622,0.00003138018,0.00008120211,0.0000257778],"domain_scores_gemma":[0.9998191,0.00008205335,0.00002419059,0.00001576924,0.00004934842,0.000009565971],"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":[0.000182841,0.00006779794,0.008226436,0.00009398459,0.000009057794,0.00008682122,0.000171315,0.009372932,0.9663502,0.000212962,0.0001119303,0.01511374],"study_design_scores_gemma":[0.000009944529,0.0002685969,0.03421199,0.0000075301,0.00001538401,0.0000354172,0.000120513,0.06854242,0.896125,0.0000917998,0.0005536883,0.00001768833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926072,0.00008263573,0.006383405,0.000006660627,0.000004169493,0.00002215123,0.0001746131,0.00009651334,0.0006227565],"genre_scores_gemma":[0.9963523,0.0001008392,0.002902328,0.000004682761,0.000002000022,0.00002447368,0.0001783606,0.00002129862,0.0004137337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295614,"threshold_uncertainty_score":0.003306925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233353422605941,"score_gpt":0.1877528849912061,"score_spread":0.1754193507651467,"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."}}