{"id":"W2324297351","doi":"10.3130/aijs.73.1103","title":"STRUCTURAL PERFORMANCE OF A PLANE FRAME FOR COMPOSITE CES STRUCTURAL SYSTEMS","year":2008,"lang":"en","type":"article","venue":"Journal of Structural and Construction Engineering (Transactions of AIJ)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Structural engineering; Beam (structure); Frame (networking); Materials science; Hysteresis; Shear (geology); Flexural strength; Composite number; Structural system; Joint (building); Composite material; Engineering; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009236149,0.0003502042,0.0007964692,0.0005115512,0.0001826941,0.00003287642,0.0002331648,0.0001707388,0.00003064278],"category_scores_gemma":[0.000015134,0.000300297,0.0002847266,0.0003585294,0.0002443531,0.000584273,0.000009112161,0.0004286584,2.278167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007660845,"about_ca_system_score_gemma":0.00003353768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004539188,"about_ca_topic_score_gemma":0.000001141709,"domain_scores_codex":[0.9980299,0.00001813433,0.001092554,0.000179807,0.0003748377,0.0003047699],"domain_scores_gemma":[0.9987157,0.0001221705,0.0004337332,0.0001906646,0.0003852568,0.0001524939],"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":[0.0002109962,0.000003499841,0.007139483,0.0009581268,0.0008211601,0.000006260826,0.0005239152,0.7663002,0.2186862,0.0002492882,0.00001352736,0.005087337],"study_design_scores_gemma":[0.003008429,0.0007947746,0.1066453,0.0005617609,0.0006057576,0.01468635,0.0006560311,0.6665034,0.2052368,0.0001625269,0.0001527533,0.0009860419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889092,0.001974134,0.007017158,0.00001427037,0.001733405,0.0001655261,0.0001025523,0.0000750334,0.000008763086],"genre_scores_gemma":[0.9810236,0.0003180773,0.018403,0.000001747688,0.0001939712,0.000003919627,0.000008120589,0.00003559503,0.00001202321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0997968,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006336734139766779,"score_gpt":0.1796568840291157,"score_spread":0.1733201498893489,"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."}}