{"id":"W2802693871","doi":"10.1139/tcsme-2001-0022","title":"PART-II AVERAGE CONDENSING HEAT TRANSFER COEFFICIENT ON HORIZONTAL LOW FINNED TUBES","year":2001,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer coefficient; Refrigerant; Thermodynamics; Condensation; Heat transfer; Materials science; Tube (container); Mechanics; Superheated steam; Heat exchanger; Composite material; Physics; Boiler (water heating)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510144,0.0003359029,0.0004811803,0.0003813126,0.0003440402,0.0004344356,0.0007168968,0.0003597562,0.00205055],"category_scores_gemma":[0.0006146327,0.0002389458,0.0004788178,0.0003379509,0.0004673694,0.0005603032,0.0001903901,0.0003217005,0.0003000383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130168,"about_ca_system_score_gemma":0.0007111792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007070337,"about_ca_topic_score_gemma":0.002769635,"domain_scores_codex":[0.9998636,0.00001281336,0.000004348501,0.00003343783,0.0000624912,0.00002338787],"domain_scores_gemma":[0.9998484,0.00006008161,0.00001661524,0.000018998,0.00004831179,0.000007654497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004221268,0.00002667502,0.002558681,0.0001112384,0.00001624208,0.00009683814,0.00005111584,0.9187262,0.05758974,0.006359458,0.0004168114,0.01400482],"study_design_scores_gemma":[0.00000438498,0.00002817176,0.001259992,0.000004924874,0.000004588562,0.00001760415,0.000007553421,0.9847318,0.01273596,0.0007658632,0.0004323649,0.000006824091],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897366,0.0007567772,0.3950573,0.0001137052,0.00005385279,0.0001126391,0.0006911845,0.0008717931,0.01260605],"genre_scores_gemma":[0.9873527,0.0002015471,0.009702845,0.00001044478,0.000008465688,0.00007377924,0.0001769403,0.0000432747,0.002429911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007070337,"threshold_uncertainty_score":0.01405835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009061453283616403,"score_gpt":0.1854477729048611,"score_spread":0.1763863196212447,"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."}}