{"id":"W4247453027","doi":"10.5120/cae2018652757","title":"Theoretical Study on Steady Airflow through Multiple Upper Opennings inside a Rectangular Building in the Presence of Indirect Flow","year":2018,"lang":"en","type":"article","venue":"Communications on Applied Electronics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Airflow; Mechanics; Flow (mathematics); Computer science; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000851486,0.0001882221,0.0002369121,0.00004843669,0.0004820019,0.00003085323,0.001799917,0.00006247478,0.0000798965],"category_scores_gemma":[0.0001873418,0.0001365705,0.00004854818,0.0006159742,0.0009270906,0.00007780744,0.000673461,0.000531238,0.00009481747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635206,"about_ca_system_score_gemma":0.00002351393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005347985,"about_ca_topic_score_gemma":0.0003701611,"domain_scores_codex":[0.9983048,0.000302157,0.0003049533,0.000330411,0.0003771901,0.0003804197],"domain_scores_gemma":[0.9971825,0.0008201998,0.00009997319,0.001854187,0.00001528549,0.00002788476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008643906,0.01206259,0.06726079,0.00001941595,0.0002866802,0.000006373948,0.1278658,0.003178966,0.03437406,0.6808144,0.005665448,0.06760111],"study_design_scores_gemma":[0.01217283,0.0144115,0.4067575,0.0006591064,0.0004173497,0.00002738003,0.05734495,0.06954699,0.1230235,0.1833072,0.1285544,0.003777154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510526,0.0001816408,0.0001957272,0.001146468,0.0000252775,0.001076034,0.000004622191,0.00004116706,0.04627646],"genre_scores_gemma":[0.9946806,0.0001355247,0.004374102,0.0005132349,0.00002158428,0.0002348347,0.000004573647,0.00001942015,0.00001610977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4975071,"threshold_uncertainty_score":0.5569184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349360866491894,"score_gpt":0.2871861725496794,"score_spread":0.2636925638847605,"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."}}