{"id":"W7053226674","doi":"","title":"Wind performance of in-service roofs","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Field (mathematics); Turbine; Tower; Wind speed","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002090536,0.000256002,0.0003263101,0.0002482964,0.000812825,0.0006262186,0.000259664,0.0004060914,0.004665129],"category_scores_gemma":[0.0003582709,0.0001025715,0.0001810379,0.000229554,0.0002249974,0.0002779955,0.0002480297,0.0003503596,0.000916315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615199,"about_ca_system_score_gemma":0.0002617307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984759,"about_ca_topic_score_gemma":0.03243647,"domain_scores_codex":[0.9997689,0.00001812502,0.000006497493,0.00002929009,0.00006869069,0.0001085133],"domain_scores_gemma":[0.9994959,0.00006495821,0.00003535339,0.00004507804,0.0002520229,0.0001066984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005418329,0.0007283496,0.1233805,0.000200185,0.0001124715,0.0009917123,0.001832169,0.04870636,0.7530401,0.0008820582,0.004823391,0.05988444],"study_design_scores_gemma":[0.000119571,0.003296947,0.6450729,0.00004452371,0.00008380486,0.0002667451,0.006490882,0.05154174,0.2836607,0.0002654023,0.009085466,0.00007143533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982192,0.00002283568,0.0001252495,0.000008541539,0.000005615862,0.000001788291,0.00008849805,0.00001861282,0.001509733],"genre_scores_gemma":[0.9982669,0.00001170996,0.00004562894,0.000003258583,0.000001198356,7.638291e-7,0.000129779,0.000008725753,0.001531905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984759,"threshold_uncertainty_score":0.03946418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320450307619148,"score_gpt":0.1973028783798423,"score_spread":0.1840983753036508,"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."}}