{"id":"W2063432393","doi":"10.1016/j.ijheatmasstransfer.2014.10.015","title":"Three-dimensional numerical model for the two-phase flow and heat transfer in condensers","year":2014,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Turbulence; Condenser (optics); Heat transfer; Mass transfer; Flow (mathematics); Materials science; Fluid dynamics; Two-phase flow; Thermodynamics; Two-fluid model; Conservation of mass; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000334628,0.0006735082,0.001150079,0.0005448516,0.001473272,0.001424202,0.001513765,0.002259618,0.003753648],"category_scores_gemma":[0.001155588,0.0005001146,0.0008481055,0.0006242426,0.001558594,0.001112573,0.0007659522,0.001113123,0.0005165738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128888,"about_ca_system_score_gemma":0.00199696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915841,"about_ca_topic_score_gemma":0.00686291,"domain_scores_codex":[0.9997786,0.00005487976,0.00001433168,0.00003471693,0.00007933207,0.00003816994],"domain_scores_gemma":[0.9996289,0.0001659737,0.00003909983,0.0000306781,0.00008636047,0.00004892968],"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":[0.00002436029,0.00004597005,0.0003802423,0.00002688022,0.000007302124,0.00006323992,0.00003905142,0.9900153,0.002506601,0.005420456,0.0001760554,0.001294417],"study_design_scores_gemma":[0.00001008451,0.00001033236,0.0001145462,0.000002074964,0.000002123433,0.000006313901,0.000006454096,0.9987826,0.0003185444,0.0004712841,0.0002697476,0.000005942748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3037901,0.0009721268,0.6442605,0.001108285,0.0004816127,0.0004647965,0.001062306,0.001200783,0.04665938],"genre_scores_gemma":[0.9658132,0.0004401524,0.01898557,0.0001176218,0.000073405,0.0004324852,0.0003132214,0.0001017983,0.01372259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01915841,"threshold_uncertainty_score":0.03809381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448332452671813,"score_gpt":0.2600946252855501,"score_spread":0.245611300758832,"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."}}