{"id":"W3000134570","doi":"10.1061/9780784482018.096","title":"Evaluation and Repair of Tornado Damage to a Large Manufacturing Plant","year":2018,"lang":"en","type":"article","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Girder; Deck; Structural engineering; Flange; Tornado; Roof; Forensic engineering; Civil engineering","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":[0.001087278,0.0006482401,0.0004635069,0.002595454,0.001289456,0.0006932612,0.0007783095,0.0009947128,0.0017397],"category_scores_gemma":[0.002416066,0.0002960864,0.0003281419,0.001057914,0.0006815692,0.000486647,0.0006597199,0.0006739416,0.0004757865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151599,"about_ca_system_score_gemma":0.00075033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469539,"about_ca_topic_score_gemma":0.0651656,"domain_scores_codex":[0.9990466,0.0001152201,0.00005659041,0.0001170566,0.0005530826,0.0001114719],"domain_scores_gemma":[0.9981567,0.000273602,0.00021723,0.0001312225,0.001022381,0.0001987682],"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":[0.004516371,0.003492796,0.2486898,0.002156806,0.0003111683,0.01624228,0.007728548,0.1713676,0.1714751,0.001157769,0.01519799,0.3576639],"study_design_scores_gemma":[0.0002303069,0.01631225,0.6889974,0.0005279741,0.0002459971,0.002564797,0.02391648,0.1389147,0.09868605,0.0008181861,0.02850203,0.000283823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866325,0.0002396384,0.005082983,0.0001106661,0.00006486556,0.0007105128,0.0009607234,0.0002268401,0.00597123],"genre_scores_gemma":[0.9892867,0.0003000197,0.005947873,0.00004772102,0.000008308233,0.0001077208,0.0008525999,0.00003419616,0.003414966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469539,"threshold_uncertainty_score":0.02921969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106256716755265,"score_gpt":0.2434465253244983,"score_spread":0.2328208536489718,"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."}}