{"id":"W2937277232","doi":"10.29173/mocs53","title":"Research and discussion over seismic performance of modular structure","year":2017,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Science Foundation","keywords":"Modular design; Modular construction; Connection (principal bundle); Frame (networking); Structural engineering; Steel frame; Computer science; Engineering; Mechanical engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045189,0.0005471092,0.0003095291,0.0008757626,0.0003444008,0.0007361727,0.000764575,0.0007311281,0.005578512],"category_scores_gemma":[0.001558267,0.0002141447,0.0004093062,0.001374776,0.0006026665,0.001405206,0.0006151787,0.000467336,0.0008300878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593118,"about_ca_system_score_gemma":0.0003117928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056193,"about_ca_topic_score_gemma":0.0008040629,"domain_scores_codex":[0.9993677,0.0001086962,0.00002942871,0.0001218409,0.0003024968,0.00006996938],"domain_scores_gemma":[0.9991969,0.0003024717,0.0000807616,0.00007381878,0.0002982743,0.0000477774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000354314,0.0001480672,0.01993744,0.00252817,0.00009613193,0.001051243,0.002548052,0.1076214,0.1421274,0.08580232,0.007068458,0.630717],"study_design_scores_gemma":[0.00005737928,0.003276418,0.08846808,0.001365656,0.0004062694,0.003981057,0.005403982,0.2960584,0.2689799,0.04884066,0.2828194,0.0003427028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5744371,0.03458158,0.2217636,0.00320054,0.0006563709,0.00008073897,0.0004614241,0.0005204775,0.1642982],"genre_scores_gemma":[0.9491411,0.01933958,0.01761054,0.0001986687,0.0003315049,0.0000353642,0.0002524001,0.0001151245,0.01297565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005578512,"threshold_uncertainty_score":0.01866198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127440229639566,"score_gpt":0.2404261736251288,"score_spread":0.2276821506611722,"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."}}