{"id":"W2387349815","doi":"","title":"Heat Transfer Performance of Ethanol Tree-Dimensional Inner Micro-Fin Heat Pipe","year":2003,"lang":"en","type":"article","venue":"Journal of Chongqing University. English Edition","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Heat transfer coefficient; Fin; Heat transfer; Materials science; Heat pipe; Thermodynamics; Annular fin; Critical heat flux; Plate fin heat exchanger; Plate heat exchanger; Boiling; Mechanics; Composite material; 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":[0.0002522163,0.000158729,0.0003020765,0.0002369785,0.000104612,0.00001121755,0.000112834,0.0001160635,0.00004993747],"category_scores_gemma":[0.00003320255,0.0001603279,0.0001605734,0.0002790252,0.0000622738,0.0005125223,0.000005846916,0.0003790525,0.000001895519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129541,"about_ca_system_score_gemma":0.00005862678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003784873,"about_ca_topic_score_gemma":0.000005368925,"domain_scores_codex":[0.9990392,0.00005538983,0.0003090448,0.000100573,0.0002832575,0.0002125021],"domain_scores_gemma":[0.999357,0.00008726772,0.000009272734,0.00008518834,0.0003753858,0.00008585212],"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":[0.0004330352,0.000382595,0.004213001,0.0007443537,0.0006419925,0.0001673971,0.009864293,0.1039356,0.867668,0.0002700447,0.01003198,0.001647615],"study_design_scores_gemma":[0.003774317,0.0005419665,0.003654086,0.0009926133,0.0002594671,0.00008645951,0.001505055,0.0014397,0.9658112,0.00002756541,0.02142929,0.0004782836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923719,0.0002745595,0.002331674,0.00005271783,0.001843175,0.00005817076,0.00001434799,0.00004875669,0.003004677],"genre_scores_gemma":[0.9986444,0.0005174981,0.0003756152,0.00001657449,0.0003688703,1.579864e-7,0.000004413716,0.00001794584,0.0000545804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024959,"threshold_uncertainty_score":0.6537984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007204855561686658,"score_gpt":0.1745895373609853,"score_spread":0.1673846817992987,"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."}}