{"id":"W2736708993","doi":"10.1080/01457632.2017.1357747","title":"Temperature Distribution in Flux Channels with Discrete Contact Boundary Conditions","year":2017,"lang":"en","type":"article","venue":"Heat Transfer Engineering","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Heat flux; Boundary value problem; Plane (geometry); Boundary (topology); Mechanics; Flux (metallurgy); Fourier series; Mathematical analysis; Physics; Geometry; Mathematics; Materials science; Heat transfer","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":[0.00008267831,0.0002729982,0.0002840925,0.00009132928,0.0001929175,0.0001831608,0.0002307921,0.000130044,0.0000846273],"category_scores_gemma":[0.000006270899,0.0002415602,0.0000878833,0.0001186191,0.00003539128,0.0004546184,0.000007712181,0.0004035829,0.00001203874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043843,"about_ca_system_score_gemma":0.00001443259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002676792,"about_ca_topic_score_gemma":0.00004650652,"domain_scores_codex":[0.9990023,0.00001004653,0.0002207357,0.000221044,0.0001684183,0.0003774852],"domain_scores_gemma":[0.9994273,0.00002125172,0.000003083568,0.0003996267,0.00002163262,0.0001271253],"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":[0.00005075025,0.00004354489,0.001761934,0.0003320986,0.0001897127,0.0001445147,0.0004498451,0.6210001,0.3744123,0.001286396,0.0001231638,0.0002056606],"study_design_scores_gemma":[0.005443239,0.0002628295,0.285379,0.002815317,0.000309032,0.0001303588,0.00008912037,0.2759278,0.4065922,0.0000872297,0.0204958,0.002468131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193614,0.0003797226,0.07818542,0.0001493535,0.00041994,0.0002477258,0.0002053404,0.0004100995,0.0006409608],"genre_scores_gemma":[0.9993729,0.00005513077,0.00007452021,0.000009736124,0.0000868077,0.0000525312,0.0002556658,0.00006069964,0.00003202582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450723,"threshold_uncertainty_score":0.985054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005243018323406869,"score_gpt":0.2082503616200556,"score_spread":0.2030073432966488,"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."}}