{"id":"W2083634418","doi":"10.1115/imece2011-65010","title":"A Numerical Study of Natural Convective Heat Transfer From an Inclined Isothermal Plate Having a Square Wave Surface","year":2011,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mechanics; Prandtl number; Buoyancy; Laminar flow; Natural convection; Heat transfer; Turbulence; Physics; Materials science","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":[0.0003961418,0.000545214,0.001048024,0.0004750288,0.001042284,0.001005566,0.000891591,0.00147929,0.002015041],"category_scores_gemma":[0.001298012,0.000295272,0.0006934323,0.0008292146,0.001143549,0.0005123306,0.0006094719,0.000735651,0.0001625281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008462439,"about_ca_system_score_gemma":0.0009470269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337872,"about_ca_topic_score_gemma":0.005267861,"domain_scores_codex":[0.9998552,0.0000257925,0.000007294694,0.00002187255,0.00004242783,0.00004743429],"domain_scores_gemma":[0.9993255,0.0004297176,0.00006551661,0.00003485545,0.00008151519,0.00006292383],"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":[0.0002029331,0.0001367605,0.003223819,0.0001315933,0.0000268135,0.0004308653,0.0001555374,0.9799635,0.009911097,0.002162125,0.0001978697,0.003457159],"study_design_scores_gemma":[0.00002599782,0.0001905489,0.001012934,0.000007069638,0.000008379341,0.0000408536,0.00006581297,0.9961907,0.002091401,0.0001854782,0.000171693,0.000009251164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806057,0.0001975295,0.01092619,0.0001299794,0.00003798453,0.00005808864,0.0001701368,0.00007560244,0.007798793],"genre_scores_gemma":[0.9907495,0.0001045131,0.006523558,0.00001764871,0.0000112628,0.00003959943,0.00009994736,0.00001298184,0.002440906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337872,"threshold_uncertainty_score":0.02660167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797476774450105,"score_gpt":0.2268239080003773,"score_spread":0.2088491402558763,"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."}}