{"id":"W2057030213","doi":"10.1016/j.jweia.2007.06.047","title":"Wind loads on free-standing canopy roofs: Part 1 local wind pressures","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Concordia University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Roof; Wind tunnel; Wind engineering; Wind direction; Wind profile power law; Environmental science; Meteorology; Gable; Wind speed; Wind gradient; Geology; Atmospheric sciences; Structural engineering; Marine engineering; Engineering; Geography; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008983938,0.0002539847,0.0003702308,0.0001137064,0.0001644633,0.00005940355,0.0002527217,0.0002164754,0.00006627391],"category_scores_gemma":[0.0002172112,0.0002081011,0.0001008568,0.00022663,0.0001283654,0.0002547305,0.0001329384,0.0006721006,0.000005787776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346292,"about_ca_system_score_gemma":0.00002048236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004671745,"about_ca_topic_score_gemma":0.00002621079,"domain_scores_codex":[0.9982926,0.00002212927,0.0005335105,0.0002089338,0.000499683,0.0004430978],"domain_scores_gemma":[0.9991942,0.0001587479,0.0002024078,0.000170918,0.00001966851,0.0002540815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003356,0.0001454906,0.0251772,0.00002186367,0.0002060145,0.0001820073,0.0005209072,0.9427785,0.002985599,0.00009104749,0.01174904,0.01580669],"study_design_scores_gemma":[0.02099228,0.007145053,0.2894136,0.002910192,0.0008373376,0.0008433724,0.003627907,0.06966494,0.009310963,0.0004406852,0.5906127,0.004201015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949067,0.0001886937,0.001157446,0.0002840436,0.00141462,0.00009775017,0.00001883765,0.00002195783,0.001909984],"genre_scores_gemma":[0.9978846,0.00006626763,0.0002052196,0.00005155891,0.001459622,1.939076e-7,0.000001654331,0.00002476875,0.0003061321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8731136,"threshold_uncertainty_score":0.8486115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374539960717905,"score_gpt":0.2051848210443578,"score_spread":0.1914394214371788,"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."}}