{"id":"W2999946715","doi":"10.1061/9780784482223.010","title":"Dynamic Analysis of Steel Multi-Tiered Special Concentrically Braced Frames","year":2019,"lang":"en","type":"article","venue":"Structures Congress 2019","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institute of Steel Construction","keywords":"Braced frame; Computer science; Structural engineering; Engineering; Frame (networking); Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004215763,0.0002324174,0.0006278194,0.0003642101,0.00003292571,0.00004961067,0.0002721206,0.0001627245,0.002676604],"category_scores_gemma":[0.00002879118,0.0001928012,0.0002858164,0.0008616622,0.00006102486,0.0001316078,0.0000422602,0.0001582469,0.00002184301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559158,"about_ca_system_score_gemma":0.00001579275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002795151,"about_ca_topic_score_gemma":0.00007535893,"domain_scores_codex":[0.9987344,0.00003343317,0.0004172854,0.0002719243,0.0002850346,0.0002579781],"domain_scores_gemma":[0.999198,0.0000640174,0.0001476605,0.0003819189,0.0001341839,0.00007423491],"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":[0.00005440056,0.000008132019,0.02360531,0.00004312225,0.002458881,0.000002631862,0.0002160055,0.9561876,0.0114851,0.00076845,0.0005237919,0.004646591],"study_design_scores_gemma":[0.0007135609,0.00002931987,0.2376568,0.00001015246,0.0007322022,9.621558e-7,0.00007665923,0.7578293,0.002074162,0.0001262032,0.0004577146,0.0002929261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939343,0.0006119093,0.002526303,0.00001389762,0.001551227,0.0002448677,0.0001961986,0.00009834745,0.0008229655],"genre_scores_gemma":[0.9961173,0.0001011377,0.002684969,0.00002335445,0.00008132966,0.000002072024,0.0002334137,0.00002543563,0.0007310123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140515,"threshold_uncertainty_score":0.9982351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004269962362831238,"score_gpt":0.220025925684904,"score_spread":0.2157559633220728,"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."}}