{"id":"W2780585336","doi":"10.14288/1.0223405","title":"Force based design guideline for timber-steel hybrid structures : steel moment resisting frames with CLT infill walls","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infill; Structural engineering; Moment (physics); Engineering; Geology; Forensic engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078205,0.00009686683,0.0003189595,0.00005928892,0.0005270733,0.0002483264,0.0005156205,0.00008928304,0.00009278452],"category_scores_gemma":[0.00009817074,0.0002429977,0.0001059812,0.0000620318,0.0001576772,0.000286387,0.00009287348,0.0001795632,0.000002040761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227583,"about_ca_system_score_gemma":0.00006776475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0095366,"about_ca_topic_score_gemma":0.02273516,"domain_scores_codex":[0.9987156,0.00001721896,0.0001789595,0.0003128665,0.0003144641,0.0004608507],"domain_scores_gemma":[0.9988826,0.0001020463,0.00009818729,0.0004987208,0.0002468673,0.0001715695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001276576,0.00003702025,0.003004082,0.00104495,0.0002815325,0.0002155838,0.0001469133,0.3173162,0.003645782,0.00001100213,0.02599554,0.6481737],"study_design_scores_gemma":[0.002005249,0.0001777626,0.7139069,0.0002264073,0.00005371126,0.00002815033,0.0001687041,0.279842,0.0001087561,0.0003390599,0.002719901,0.0004233565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538895,0.0001662435,0.1433169,0.0001037449,0.0001572988,0.0006171259,0.000386449,0.000222509,0.001140253],"genre_scores_gemma":[0.9684815,0.00003179868,0.03058356,0.00001298228,0.00005206081,0.000002878721,0.00003901153,0.0000389524,0.0007571973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7109029,"threshold_uncertainty_score":0.997059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392413253080809,"score_gpt":0.2006846811928266,"score_spread":0.1867605486620185,"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."}}