{"id":"W4386072908","doi":"10.11159/htff23.162","title":"Numerical Investigation of Electrode Configuration in Heat Transfer Enhancement Caused by Onsager-Wien Effect in a Minichannel","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrode; Heat transfer; Materials science; Mechanics; Heat transfer enhancement; Chemistry; Physics; Heat transfer coefficient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002557985,0.0002062518,0.0004038911,0.0001769552,0.00001908723,0.00002173984,0.0001384027,0.00008554844,0.000005542456],"category_scores_gemma":[0.00004952948,0.000173263,0.00004875707,0.0005167113,0.00003503737,0.00009649354,0.00002085448,0.0001791965,6.515964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000504852,"about_ca_system_score_gemma":0.000006546751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558923,"about_ca_topic_score_gemma":0.000004402439,"domain_scores_codex":[0.998895,0.000007907634,0.0004290506,0.0002110108,0.0001752596,0.0002817109],"domain_scores_gemma":[0.9997495,0.0000955529,0.00001167803,0.00006556693,0.0000272279,0.0000504553],"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":[0.00007005424,0.00001689004,0.00004525462,0.0006705835,0.00002359398,3.688291e-7,0.00006519559,0.0007318342,0.9979049,0.0002657952,0.0001386838,0.00006685359],"study_design_scores_gemma":[0.0006442834,0.00008276672,0.00007965485,0.0005468082,0.00001693803,3.430919e-7,0.00001480985,0.0128622,0.985493,0.00007497078,0.00002903723,0.0001551852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990491,0.00001858885,0.00001418134,0.000148084,0.0002897034,0.0003271498,0.00001173926,0.00009842461,0.00004308179],"genre_scores_gemma":[0.9996399,0.0001200488,0.00003051454,0.00001483862,0.00003189128,0.0001146686,0.000007188557,0.00002813968,0.00001277109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241189,"threshold_uncertainty_score":0.7065458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006321617839574607,"score_gpt":0.2022838331190425,"score_spread":0.1959622152794679,"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."}}