{"id":"W3014774497","doi":"10.15282/ijame.17.1.2020.15.0570","title":"Numerical Investigation of Subcooled Boiling Heat Transfer in Helically-Coiled Tube","year":2020,"lang":"en","type":"article","venue":"International Journal of Automotive and Mechanical Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Subcooling; Nucleate boiling; Thermodynamics; Boiling; Heat flux; Materials science; Heat transfer; Heat transfer coefficient; Pressure drop; Turbulence; Mechanics; Superheating; Mass flux; 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":[0.0002343008,0.0003242225,0.0005497299,0.0004352761,0.0005410066,0.0005341918,0.0004869521,0.0007941717,0.001240023],"category_scores_gemma":[0.0006554555,0.0002125053,0.0004524215,0.0004258184,0.0006652324,0.0003728626,0.0003571994,0.0002933552,0.0001334462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800379,"about_ca_system_score_gemma":0.0004774614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006263168,"about_ca_topic_score_gemma":0.00250117,"domain_scores_codex":[0.9998721,0.00002559456,0.000007702592,0.00002335072,0.00003736943,0.00003371751],"domain_scores_gemma":[0.9996206,0.0001790786,0.00007297696,0.00002545147,0.00007616295,0.00002576799],"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":[0.0001521971,0.00008564093,0.004362619,0.0001567054,0.00001912005,0.0004144879,0.0001568453,0.9521739,0.0350739,0.002512024,0.0003138075,0.004578776],"study_design_scores_gemma":[0.000007771656,0.00004698732,0.0005967841,0.000004432681,0.000003283532,0.0000165857,0.00002375626,0.9965829,0.002436223,0.0001334429,0.0001422855,0.000005554958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548485,0.0003662106,0.03739029,0.0001770657,0.00004997203,0.00005777155,0.0002102481,0.0002620671,0.006637864],"genre_scores_gemma":[0.9930381,0.00008551,0.005800554,0.000007935771,0.000005345195,0.00003096999,0.00005314416,0.00001187795,0.0009665377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006263168,"threshold_uncertainty_score":0.01245344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299119561565623,"score_gpt":0.2182438374743348,"score_spread":0.2052526418586786,"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."}}