{"id":"W4246815584","doi":"10.32920/ryerson.14649228","title":"Simulation study of solar chimney assisted solarium","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Solar chimney; Chimney (locomotive); Environmental science; Roof; Thermal; Solar irradiance; Thermosiphon; Ventilation (architecture); Meteorology; Irradiance; Natural ventilation; Shading; Atmospheric sciences; Solar energy; Heat transfer; Mechanics; Engineering; Optics; Computer science; Geology; Structural engineering; Physics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001897406,0.0005206505,0.0006699814,0.00027597,0.0004737463,0.0007855783,0.00062314,0.0008553059,0.002678012],"category_scores_gemma":[0.0004236977,0.0002420578,0.0008084032,0.0004645762,0.000367598,0.0004261041,0.0004590308,0.0004378976,0.0002066097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874458,"about_ca_system_score_gemma":0.0007325934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278932,"about_ca_topic_score_gemma":0.007831379,"domain_scores_codex":[0.9998645,0.00003342724,0.000004723441,0.00002473441,0.00003345365,0.0000390597],"domain_scores_gemma":[0.9998071,0.00007927867,0.00002292936,0.00001542146,0.00004493552,0.00003038608],"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":[0.00005310043,0.00001739508,0.0006190526,0.00003271722,0.000008878493,0.00008434789,0.00002004101,0.9957872,0.001986041,0.0003694146,0.0001236283,0.0008981745],"study_design_scores_gemma":[0.00001939332,0.00006081078,0.0004165568,0.000004470035,0.000007688811,0.00001600572,0.00002841871,0.9973496,0.00156307,0.0001490145,0.0003789871,0.000005955965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181668,0.0003316712,0.0508583,0.0002290784,0.00009131176,0.00008302209,0.0005851512,0.0004538184,0.02920077],"genre_scores_gemma":[0.9934652,0.00008473652,0.003551448,0.00001629104,0.000003977606,0.00003096465,0.0001139563,0.00002190335,0.002711465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278932,"threshold_uncertainty_score":0.02542973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789607977274075,"score_gpt":0.2495797206754373,"score_spread":0.2216836409026966,"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."}}