{"id":"W2463451517","doi":"10.1615/ichmt.2004.intthermscisemin.1150","title":"Heat transfer distribution for a free/porous system with forced convection and heat generation - a numerical study","year":2004,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mechanics; Materials science; Heat transfer; Porous medium; Flow (mathematics); Porosity; Heat generation; Finite element method; Transfer molding; Finite volume method; Natural convection; Thermodynamics; Composite material; Mold; 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":[0.0003502981,0.0002348224,0.0004413501,0.0005258094,0.0006597879,0.0007508529,0.0006373039,0.001079869,0.001692451],"category_scores_gemma":[0.001517936,0.0002285657,0.0004781414,0.0004351089,0.001320454,0.0006047353,0.0004983371,0.0004043658,0.0001409859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008343685,"about_ca_system_score_gemma":0.0005787246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008776794,"about_ca_topic_score_gemma":0.00254385,"domain_scores_codex":[0.9998074,0.00003914054,0.00001047337,0.00003609656,0.0000539139,0.00005304793],"domain_scores_gemma":[0.9993375,0.0004323657,0.00006689013,0.00004317298,0.00007674529,0.00004335625],"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":[0.000172075,0.00009650527,0.003402577,0.00007256526,0.00001678855,0.0002468138,0.0001430015,0.9724838,0.01286793,0.006533349,0.0001852234,0.003779463],"study_design_scores_gemma":[0.00001902087,0.00003508635,0.0004875853,0.000003048025,0.000003347543,0.00002288228,0.00002607214,0.9972711,0.0015703,0.000433441,0.0001215517,0.000006508626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604617,0.0001673992,0.0321357,0.0001356645,0.00002343686,0.00005496144,0.0001497996,0.0001184462,0.006752962],"genre_scores_gemma":[0.9951805,0.00003293853,0.003779671,0.0000111966,0.000005500362,0.00002262576,0.00003723042,0.000009742137,0.0009205879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008776794,"threshold_uncertainty_score":0.01745141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272326831621382,"score_gpt":0.2266800745775565,"score_spread":0.1994473914154183,"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."}}