{"id":"W2579921362","doi":"10.3303/cet1125125","title":"Numerical Study of the Convective Heat Transfer Rate from a Window Covered by a Top Down – Bottom Up Plane Blind System to an Adjacent Room","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Window (computing); Convection; Heat transfer; Plane (geometry); Convective heat transfer; Mechanics; Materials science; Optics; Environmental science; Geometry; Computer science; Physics; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006806505,0.0003634364,0.0008676847,0.0001072642,0.0003333816,0.00023879,0.002220919,0.00008495766,0.006134838],"category_scores_gemma":[0.00004875717,0.0002465897,0.0001539405,0.0006682695,0.0001499889,0.0009997302,0.0007110579,0.0003398019,0.00003878404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572438,"about_ca_system_score_gemma":0.00003443584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01932649,"about_ca_topic_score_gemma":0.0004730668,"domain_scores_codex":[0.9967826,0.0006447039,0.0007533873,0.0006161432,0.000801385,0.0004018002],"domain_scores_gemma":[0.9986949,0.0001654612,0.0001868851,0.0005722205,0.00005591954,0.0003246138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001360213,0.001493694,0.8678071,0.00002069367,0.0003514515,0.00002318477,0.008831091,0.0004479221,0.1097781,0.000003208897,0.008893288,0.0009900331],"study_design_scores_gemma":[0.001891466,0.0001401112,0.9201891,0.0001852894,0.000129036,0.000004359792,0.002826184,0.00007816357,0.07354919,0.00005383582,0.0006021379,0.0003510972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954263,0.0006945547,0.0001670116,0.00008130886,0.000540414,0.001401297,0.0002116079,0.0000231034,0.001454426],"genre_scores_gemma":[0.9993445,0.000105186,0.00002579241,0.0002185217,0.00006493814,0.00007325657,0.000005614179,0.00003195004,0.0001302824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05238197,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246665599219609,"score_gpt":0.4189485429518697,"score_spread":0.2942819830299087,"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."}}