{"id":"W2482076846","doi":"10.1016/j.ijheatmasstransfer.2016.07.013","title":"A sharp-interface elliptic two-phase numerical model of laminar film condensation on a horizontal tube","year":2016,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laminar flow; Materials science; Tube (container); Condensation; Interface (matter); Mechanics; Phase (matter); Thermodynamics; Composite material; 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":[0.0003426372,0.0007441776,0.0009990942,0.0006097979,0.0009942288,0.001304164,0.001746797,0.003314071,0.002396384],"category_scores_gemma":[0.001203134,0.0005999714,0.0007707102,0.000467224,0.001930723,0.001208855,0.001468829,0.0009987339,0.0002870757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009946825,"about_ca_system_score_gemma":0.001095186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007169221,"about_ca_topic_score_gemma":0.002279585,"domain_scores_codex":[0.9997777,0.00007373682,0.00001115343,0.00004558131,0.00005083934,0.00004088119],"domain_scores_gemma":[0.9996951,0.0001176269,0.00004523001,0.00002390075,0.00005874404,0.00005938861],"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":[0.00008244957,0.00009110542,0.0006505134,0.00006825082,0.00002062441,0.0002621347,0.00007167032,0.9622084,0.00735865,0.02728665,0.0002974584,0.001602107],"study_design_scores_gemma":[0.00001517423,0.00001702156,0.0000911829,0.000002834241,0.000002881189,0.000008239012,0.000007170039,0.9987112,0.0003112318,0.0007159961,0.0001107015,0.000006307456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5451322,0.001174134,0.3963208,0.001483473,0.0004617319,0.0004633066,0.0006101083,0.0004621464,0.05389212],"genre_scores_gemma":[0.9750054,0.0002832335,0.01181783,0.0001209211,0.0000702759,0.00019992,0.0001231502,0.00005032412,0.01232899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007169221,"threshold_uncertainty_score":0.01425499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039452287133376,"score_gpt":0.2471554557733612,"score_spread":0.2367609329020275,"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."}}