{"id":"W2153324782","doi":"10.1002/cjce.22364","title":"Investigation of impingement heat transfer for air‐sand mixture flow","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Stagnation point; Nozzle; Jet (fluid); Materials science; Heat transfer; Nusselt number; Turbulence; Flow (mathematics); Particle (ecology); Mass transfer; Thermodynamics; Physics; Geology; Reynolds number","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583377,0.0003802677,0.0005887104,0.0003633721,0.0002896294,0.0005370138,0.000317645,0.0002925893,0.002195834],"category_scores_gemma":[0.0007338693,0.0002079077,0.0003424908,0.0002135306,0.0005205947,0.0004095614,0.0002620336,0.0003522048,0.0001540415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755018,"about_ca_system_score_gemma":0.0003120709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730307,"about_ca_topic_score_gemma":0.001030554,"domain_scores_codex":[0.9997116,0.00004343706,0.00001082842,0.00004845569,0.0001335698,0.00005202713],"domain_scores_gemma":[0.9995288,0.0002939286,0.00003735475,0.00002832014,0.00008933122,0.00002221008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006351913,0.00007340571,0.001824177,0.0001540725,0.00001501846,0.000193117,0.0001256279,0.008017895,0.9811218,0.0002784393,0.00006410135,0.007497206],"study_design_scores_gemma":[0.00004286671,0.0003458552,0.00915888,0.000005812038,0.00001855298,0.00005142799,0.00004388913,0.06259366,0.9273156,0.00005379978,0.0003555472,0.00001403181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948956,0.0002328109,0.003707217,0.00001604203,0.00001359336,0.00002112493,0.00003191549,0.00005855084,0.001022996],"genre_scores_gemma":[0.9987893,0.00005651183,0.0007394773,0.00000295686,0.00000273684,0.000005467708,0.00002718945,0.000005520749,0.0003709327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002730307,"threshold_uncertainty_score":0.007345796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798862253748766,"score_gpt":0.1833516942881015,"score_spread":0.1653630717506138,"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."}}