{"id":"W2087449719","doi":"10.1007/s00231-007-0275-2","title":"A nongray analysis of radiating–convecting rectangular plate-fin arrays","year":2007,"lang":"en","type":"article","venue":"Heat and Mass Transfer","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiative transfer; Fin; Heat transfer; Mechanics; Materials science; Convection; Radiative flux; Thermal radiation; Radiation; Heat flux; Atmospheric radiative transfer codes; Physics; Thermodynamics; Optics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001481996,0.0003519675,0.0003440959,0.0002067731,0.000269836,0.0005492072,0.0007781616,0.0004732048,0.003336544],"category_scores_gemma":[0.0006631106,0.0002513883,0.0003431428,0.0002283398,0.0004814427,0.0004968577,0.0003652718,0.0003726665,0.0004042273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697724,"about_ca_system_score_gemma":0.0004494756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254806,"about_ca_topic_score_gemma":0.002213292,"domain_scores_codex":[0.9999121,0.00001299247,0.000001959763,0.00001592025,0.00003737378,0.00001964721],"domain_scores_gemma":[0.999818,0.00007835141,0.00002683769,0.00002213559,0.00004028457,0.00001437772],"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":[0.00008531559,0.00004439659,0.0008487796,0.00005637671,0.00002365232,0.0001989664,0.00006290776,0.9403673,0.03571173,0.01466934,0.0005883803,0.007342791],"study_design_scores_gemma":[0.000005426254,0.00003756229,0.000614022,0.000002675249,0.000004856572,0.00002963424,0.00001692209,0.9950991,0.002949342,0.0007992002,0.0004349024,0.000006375776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.597455,0.0007187683,0.2988963,0.0004111818,0.0001275437,0.00008315179,0.000201049,0.000603434,0.1015036],"genre_scores_gemma":[0.9772018,0.000104086,0.008653247,0.00005203755,0.00002140172,0.00002062846,0.00005475972,0.00006920844,0.0138229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336544,"threshold_uncertainty_score":0.01116186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061434588725875,"score_gpt":0.2215322881394268,"score_spread":0.2109179422521681,"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."}}