{"id":"W2076517238","doi":"10.1007/s00419-013-0774-1","title":"Heat transfer in flow of nonlinear fluids with viscous dissipation","year":2013,"lang":"en","type":"article","venue":"Archive of Applied Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Thermodynamics; Heat flux; Heat transfer; Materials science; Dissipation; Classical mechanics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004552959,0.0005331394,0.0004911258,0.0007887576,0.0006918925,0.001137547,0.0005225627,0.0005195116,0.00229871],"category_scores_gemma":[0.002290518,0.0002157078,0.0003846975,0.0003709951,0.002512247,0.001384185,0.0009778817,0.0007468356,0.000220353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179031,"about_ca_system_score_gemma":0.0004203572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788478,"about_ca_topic_score_gemma":0.0006311337,"domain_scores_codex":[0.9998422,0.00007053469,0.000006124301,0.00001712764,0.00003720613,0.00002686443],"domain_scores_gemma":[0.9994242,0.0003851991,0.00004038107,0.00004130227,0.00006105081,0.00004786525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001568567,0.0005999316,0.004570967,0.0008341336,0.00008425695,0.001078335,0.001613499,0.4500395,0.139294,0.3539101,0.00327382,0.04313282],"study_design_scores_gemma":[0.00008625021,0.0001487914,0.003625333,0.00002028075,0.00002038591,0.0001632605,0.0001067715,0.9404495,0.01490039,0.0389,0.001533296,0.00004579652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119674,0.00378232,0.1363331,0.001672347,0.0006994967,0.0001876969,0.0001279604,0.0002789186,0.04495079],"genre_scores_gemma":[0.9804029,0.0005911164,0.003302781,0.00003865998,0.0001977924,0.00003666069,0.00003635431,0.00005394671,0.01533976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229871,"threshold_uncertainty_score":0.007689953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004461600004222863,"score_gpt":0.1877467396043392,"score_spread":0.1832851396001163,"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."}}