{"id":"W1965092317","doi":"10.1061/41171(401)31","title":"Wind-Induced Torsional Loads on Low-Rise Buildings","year":2011,"lang":"en","type":"article","venue":"Structures Congress 2011","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Aerodynamics; Terrain; Low-rise; Wind tunnel; Roof; Wind engineering; Building model; Wind shear; Scale model; Torsion (gastropod); Structural engineering; Wind speed; Environmental science; Geology; Marine engineering; Meteorology; Geotechnical engineering; Engineering; Geography; Simulation; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008012431,0.0002540181,0.0002094793,0.00004247914,0.0002399382,0.00002180898,0.0003911596,0.0001094698,0.01609411],"category_scores_gemma":[0.00002460207,0.0001908004,0.00009233303,0.00007741597,0.0002607083,0.0001696443,0.0002726253,0.0001924538,0.001225356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000520194,"about_ca_system_score_gemma":0.000008602213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002923896,"about_ca_topic_score_gemma":0.00002812075,"domain_scores_codex":[0.9985665,0.00003380734,0.000187349,0.0004438374,0.000374825,0.0003937005],"domain_scores_gemma":[0.9993984,0.00002948369,0.00008778372,0.0003234825,0.00001197901,0.0001489297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026426,0.0006694897,0.4186591,0.0000805107,0.0003814458,0.0003841266,0.01051546,0.0002385851,0.1285624,0.0196681,0.3446055,0.07520878],"study_design_scores_gemma":[0.001319567,0.000590843,0.7981096,0.00006551426,0.00005192714,0.00002031539,0.0003677477,0.00004157782,0.1492524,0.009539553,0.03956792,0.001073085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141015,0.00004273332,0.000003387979,0.00008314311,0.001139611,0.0001363682,0.00001633336,0.00006696984,0.08440993],"genre_scores_gemma":[0.9970977,0.000007555621,0.0003857934,0.0004023465,0.0001735954,0.000006207076,0.000002751041,0.00002156261,0.001902501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794505,"threshold_uncertainty_score":0.9995523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746085154837591,"score_gpt":0.2247150330079124,"score_spread":0.2072541814595364,"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."}}