{"id":"W2949541989","doi":"10.1007/s40996-019-00274-y","title":"A Numerical Investigation on the Effect of Panel Zones on Cyclic Lateral Capacity of Steel Moment Frames","year":2019,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Moment (physics); Structural engineering; Panel data; Frame (networking); Finite element method; Nonlinear system; Geology; Engineering; Mathematics; Econometrics; Physics; Mechanical 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":[0.0003709948,0.000326825,0.0004029782,0.0007244549,0.0004670898,0.0004947395,0.0006483102,0.0008314826,0.00343129],"category_scores_gemma":[0.002085198,0.0002790013,0.0004273409,0.0006310925,0.0006164332,0.0005438264,0.000285201,0.0002912839,0.0001108309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004307529,"about_ca_system_score_gemma":0.000351058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009107748,"about_ca_topic_score_gemma":0.00801528,"domain_scores_codex":[0.9998181,0.00004803148,0.000008532731,0.00002790575,0.00004730798,0.00005007685],"domain_scores_gemma":[0.9985,0.001053654,0.0001485888,0.00007723288,0.000166511,0.00005410958],"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":[0.0003006961,0.0001654096,0.005758942,0.0001206702,0.00002723421,0.0002991647,0.00009966458,0.966751,0.01762329,0.001190411,0.0003171006,0.007346462],"study_design_scores_gemma":[0.000014741,0.0001319775,0.005111862,0.000012318,0.00003601305,0.00003850251,0.0001213276,0.9895543,0.00457041,0.0001749398,0.0002175011,0.00001616125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896304,0.0001484396,0.003973501,0.00005935344,0.00001878127,0.00001038952,0.000104224,0.00004788342,0.006007055],"genre_scores_gemma":[0.9992249,0.00003105285,0.000482095,0.000003382807,0.000002002445,0.000002417989,0.0000142956,0.000004005492,0.0002358305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009107748,"threshold_uncertainty_score":0.01810944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891414440864817,"score_gpt":0.1868036978959376,"score_spread":0.1779122834550728,"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."}}