{"id":"W7046098970","doi":"","title":"Contribution to the Exposure Assessment for the Evaluation of Wind Effects on Buildings","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind engineering; Fetch; Terrain; Wind tunnel; Wind power; Upstream (networking); Prevailing winds; Impact assessment; Building code","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003026364,0.0007663873,0.0004701678,0.001453797,0.0004987365,0.001851506,0.0005339956,0.0008985179,0.006974498],"category_scores_gemma":[0.00367564,0.000265139,0.0007971917,0.0008486854,0.0004606931,0.001156336,0.00198457,0.001221677,0.0023601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096733,"about_ca_system_score_gemma":0.002559282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198716,"about_ca_topic_score_gemma":0.004091003,"domain_scores_codex":[0.9971741,0.0006318504,0.00009399601,0.0002384721,0.001779735,0.0000817175],"domain_scores_gemma":[0.9956374,0.0007149716,0.0001232832,0.0003275893,0.003029207,0.0001675885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009802393,0.0002648252,0.009167287,0.0007947901,0.0001127534,0.0001667774,0.0003830402,0.04120675,0.01895357,0.01834309,0.03382028,0.8766889],"study_design_scores_gemma":[0.00004714322,0.0007287368,0.03649478,0.001342887,0.0003328257,0.0007229761,0.001060663,0.1659704,0.05249696,0.03615559,0.7043841,0.0002628209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06315966,0.02752303,0.7043592,0.008872739,0.003617403,0.000812575,0.00149551,0.0008116414,0.1893483],"genre_scores_gemma":[0.5607055,0.04089896,0.2581435,0.001762798,0.002413292,0.0004853301,0.002438629,0.0005595036,0.1325924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006974498,"threshold_uncertainty_score":0.023332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308758223011627,"score_gpt":0.3136683635397747,"score_spread":0.2905807813096584,"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."}}