{"id":"W6987460058","doi":"","title":"A Survey on Contemporary Practices for Achieving Structural Robustness in Mass Timber Buildings","year":2021,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robustness (evolution); Structural system; Progressive collapse; Implementation; Occupancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006201712,0.0006797849,0.0005519623,0.004044818,0.0008402602,0.002248499,0.001494447,0.001301963,0.003553634],"category_scores_gemma":[0.01551278,0.0004856863,0.0003301678,0.007414709,0.001457804,0.002601467,0.001350772,0.0008664061,0.001157067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334689,"about_ca_system_score_gemma":0.001997364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063787,"about_ca_topic_score_gemma":0.004612713,"domain_scores_codex":[0.9903847,0.002876505,0.001289276,0.0009531318,0.004064259,0.0004322364],"domain_scores_gemma":[0.9801474,0.01280471,0.002116529,0.001191753,0.003407261,0.0003323873],"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":[0.0001434375,0.0001464297,0.01555621,0.007845783,0.00004178459,0.000164144,0.009746213,0.004391231,0.005568084,0.0140316,0.008013486,0.9343517],"study_design_scores_gemma":[0.00001488915,0.0008118608,0.08840593,0.01177186,0.0001137115,0.001663912,0.02414072,0.00284984,0.01008348,0.008926681,0.8510263,0.0001907569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.396759,0.3558943,0.1362965,0.00743961,0.0006422639,0.0004350562,0.001849072,0.0007079194,0.09997629],"genre_scores_gemma":[0.607908,0.2971469,0.08014236,0.001231053,0.0003331772,0.0003397354,0.00263547,0.0003776771,0.009885624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006201712,"threshold_uncertainty_score":0.03279817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186487158545524,"score_gpt":0.3022593293298675,"score_spread":0.2603944577444123,"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."}}