{"id":"W6966423265","doi":"10.4224/20374401","title":"SIGDERS Air Intrusion Measurements on Mechanically Attached Roofing Systems","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intrusion; Research council; Wind engineering; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002598451,0.0003394121,0.000325309,0.0006991276,0.0008719932,0.000484448,0.0006255946,0.000447939,0.001753763],"category_scores_gemma":[0.0007959153,0.0002294546,0.0002245409,0.0004314951,0.0004338052,0.0003902161,0.0006008089,0.0006129483,0.0008326977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007667091,"about_ca_system_score_gemma":0.0005248349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375292,"about_ca_topic_score_gemma":0.04769433,"domain_scores_codex":[0.9986336,0.00005316412,0.00003337482,0.0001290857,0.001015334,0.0001355014],"domain_scores_gemma":[0.9993777,0.00006433761,0.00004731641,0.0000540821,0.0004234059,0.00003319079],"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":[0.0005832827,0.0001483641,0.05811337,0.0001307231,0.00005382784,0.0002925323,0.001358163,0.002615531,0.8874686,0.0002952053,0.002225123,0.04671531],"study_design_scores_gemma":[0.00004372428,0.0007444478,0.4151889,0.00003889014,0.00007256625,0.0002834375,0.0009950446,0.01283228,0.5573881,0.0001060615,0.01225752,0.0000489846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888564,0.0001313855,0.003002845,0.00003100241,0.00005107516,0.00006371586,0.0006515704,0.0003395177,0.006872567],"genre_scores_gemma":[0.9927642,0.0000953628,0.002150948,0.00003253544,0.00001176532,0.00003377883,0.0009064854,0.00004434101,0.003960598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02375292,"threshold_uncertainty_score":0.04722935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113952222848565,"score_gpt":0.3305490056417267,"score_spread":0.2191537833568702,"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."}}