{"id":"W4229971202","doi":"10.1201/b15267-19","title":"Performance-based design for mid-rise wood constructions in Canada","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002633494,0.0002515235,0.0002821939,0.0002045958,0.00003156616,0.00001898577,0.00009273086,0.0001283766,0.001771122],"category_scores_gemma":[0.000005302023,0.000243682,0.00006911276,0.00005116462,0.00001811786,0.00005335764,0.000004436939,0.0001708798,0.0000243236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004924557,"about_ca_system_score_gemma":0.0003602849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.056039,"about_ca_topic_score_gemma":0.1762183,"domain_scores_codex":[0.99927,0.000002403352,0.0002769693,0.0001494582,0.000112266,0.000188855],"domain_scores_gemma":[0.9995897,0.00006983451,0.00002956171,0.0001765075,0.00005508413,0.0000792897],"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":[0.000002305311,4.338478e-7,0.000007497179,0.00009028623,0.00006797203,8.33039e-7,0.000004044166,0.9807791,0.00004081577,0.001043844,0.007758248,0.01020466],"study_design_scores_gemma":[0.0002951965,0.00001117365,0.00004484934,0.00005701976,0.0000490073,0.000002628279,0.00001303035,0.9712648,0.001046993,0.00009251021,0.02676004,0.0003627418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00327191,0.0005865527,0.6329847,0.0001923,0.002195189,0.001525143,0.0001993988,0.0008175179,0.3582273],"genre_scores_gemma":[0.8194087,0.0001296094,0.03092298,0.0001023899,0.0001986468,0.0002141156,0.0002049859,0.0002083464,0.1486102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8161368,"threshold_uncertainty_score":0.9991414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388506682961875,"score_gpt":0.1704258998142896,"score_spread":0.1565408329846709,"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."}}