{"id":"W2325674770","doi":"10.3130/aijs.79.847","title":"PROPOSAL FOR DESIGN METHOD OF THE COMPOSITE STEEL-TIMBER STRUCTURE USING BUCKLING-RESTRAINED KNEE BRACES","year":2014,"lang":"en","type":"article","venue":"Journal of Structural and Construction Engineering (Transactions of AIJ)","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Structural engineering; Composite number; Buckling; Engineering; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001584379,0.0001361358,0.0002549496,0.00007221724,0.0001289241,0.00002021227,0.0001242713,0.00007511073,0.00007557539],"category_scores_gemma":[0.00002215962,0.00009341407,0.000119858,0.0001540043,0.0001573359,0.0002523619,0.00001065097,0.0002016059,6.033378e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003275432,"about_ca_system_score_gemma":0.00002392181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000294846,"about_ca_topic_score_gemma":0.000003763421,"domain_scores_codex":[0.999083,0.00004688741,0.0004196789,0.000106493,0.0002134896,0.0001304236],"domain_scores_gemma":[0.9993322,0.000116576,0.000342555,0.00009035017,0.00005789185,0.00006045521],"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":[0.00006892556,0.000004625298,0.001816466,0.00004093565,0.00005464361,2.596888e-7,0.0002136216,0.6058997,0.3781301,0.000159358,0.000003669815,0.01360771],"study_design_scores_gemma":[0.002091216,0.0005976899,0.04632093,0.0002504297,0.0003175349,0.002273374,0.0003173162,0.7140851,0.2304338,0.00265997,0.0002324627,0.0004202099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5037351,0.00002611649,0.495784,0.00003959929,0.0003012972,0.0000925704,0.00001205663,0.000004839944,0.000004487136],"genre_scores_gemma":[0.6225334,0.000002038741,0.3774032,0.000004153956,0.00004260249,3.937017e-7,2.525284e-7,0.000006887447,0.000007126299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476963,"threshold_uncertainty_score":0.3809315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007684700782636448,"score_gpt":0.2138631937492723,"score_spread":0.2061784929666359,"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."}}