{"id":"W2128631133","doi":"10.1520/jai100862","title":"Techniques for Predicting Cladding Design Wind Pressures","year":2007,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Cladding (metalworking); Materials science; Nuclear engineering; Marine engineering; Environmental science; Structural engineering; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790679,0.0006557363,0.0003689064,0.001148976,0.0002796822,0.0005040267,0.0005495551,0.0004786291,0.001193448],"category_scores_gemma":[0.001811075,0.0005046295,0.0003937446,0.0007620644,0.0002456792,0.0005197327,0.0004362003,0.0005686287,0.0006447709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078234,"about_ca_system_score_gemma":0.0004196523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039095,"about_ca_topic_score_gemma":0.001441062,"domain_scores_codex":[0.9997632,0.00004118968,0.00001139502,0.00003692229,0.0001289227,0.0000182873],"domain_scores_gemma":[0.9994252,0.0002803122,0.000072731,0.00004781831,0.0001540691,0.00001999693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001119729,0.000076975,0.01194151,0.0002973031,0.00003394646,0.0002315516,0.0002002324,0.5022904,0.06454871,0.005278687,0.00108996,0.4138988],"study_design_scores_gemma":[0.000005208574,0.00002779426,0.001118926,0.00001800302,0.000004609804,0.00004079931,0.00001483123,0.9875184,0.009430571,0.001013813,0.000799542,0.000007507811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08983392,0.0003670469,0.9048871,0.00004664075,0.00002887964,0.00006644862,0.000135108,0.001011273,0.003623608],"genre_scores_gemma":[0.7297245,0.0007469912,0.267243,0.00001230173,0.00002908806,0.0001170102,0.0002109466,0.00008919589,0.001826988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002039095,"threshold_uncertainty_score":0.004054427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816709357902323,"score_gpt":0.2802371812051081,"score_spread":0.2620700876260849,"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."}}