{"id":"W1589256923","doi":"10.5772/15096","title":"Mixed Convection Heat and Mass Transfer with Phase Change and Flow Reversal in Channels","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nusselt number; Sherwood number; Mechanics; Thermodynamics; Condenser (optics); Natural convection; Mass transfer; Forced convection; Heat transfer; Airflow; Materials science; Grashof number; Chemistry; Reynolds number; Physics; Optics; Turbulence","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":[0.0001498595,0.0002556991,0.0002165763,0.0003146017,0.000278054,0.0004136726,0.0004430792,0.0003017673,0.001041308],"category_scores_gemma":[0.0003906599,0.0001965421,0.0002607986,0.0002075195,0.0007525503,0.0006626769,0.0005538944,0.0002334838,0.0001449742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004761386,"about_ca_system_score_gemma":0.000298252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008425796,"about_ca_topic_score_gemma":0.0003187134,"domain_scores_codex":[0.9998717,0.00002283438,0.000004586982,0.00002966201,0.00004073508,0.00003045245],"domain_scores_gemma":[0.9998646,0.00006297766,0.00002936679,0.00001054881,0.00002008898,0.00001236093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001064995,0.0003260094,0.004388323,0.0005709994,0.00006289005,0.0009322843,0.000434754,0.2382284,0.5769603,0.1080582,0.001522672,0.06745026],"study_design_scores_gemma":[0.0001755067,0.0003011402,0.002425641,0.00001606704,0.00001712727,0.0003684039,0.00003788792,0.8102692,0.1607061,0.01944393,0.006182772,0.00005619784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7743257,0.003908084,0.2056956,0.0002494346,0.0002047948,0.0001299118,0.0001148939,0.0006582658,0.01471327],"genre_scores_gemma":[0.9926798,0.0001978497,0.004865052,0.00001481917,0.00001703818,0.00003617631,0.00001662745,0.00001369162,0.002158917],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001041308,"threshold_uncertainty_score":0.003483474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080097462457356,"score_gpt":0.2089197854308755,"score_spread":0.168118810806302,"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."}}