{"id":"W2766390261","doi":"","title":"Assessment of overstrength factor for seismic design of cross laminated timber structures: research and experimental investigation","year":2017,"lang":"en","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Miljø- og Biovitenskapelige Universitet; Università degli Studi di Trento","keywords":"Cross laminated timber; Structural engineering; Seismic analysis; Engineering; Construction engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004234887,0.0005591754,0.001044019,0.0008717931,0.0002628155,0.0003197992,0.0006126984,0.0005437824,0.0004287248],"category_scores_gemma":[0.0001362206,0.0005365335,0.0001792109,0.0002975594,0.0002638384,0.0003837507,0.00007151857,0.0003417565,0.000004396898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079564,"about_ca_system_score_gemma":0.0001254136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480083,"about_ca_topic_score_gemma":0.00002735688,"domain_scores_codex":[0.9970511,0.0001773996,0.0009520646,0.000568411,0.0007812614,0.0004697916],"domain_scores_gemma":[0.9975244,0.0004110724,0.0006224029,0.0006948613,0.0005992028,0.0001480883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002010298,0.0000343629,0.000335586,0.002341499,0.0005142236,0.000004959579,0.001253985,0.01812828,0.9756567,0.0003272451,0.0004516302,0.0007505093],"study_design_scores_gemma":[0.001303931,0.0003713629,0.0707026,0.0004908979,0.000137776,0.000005281631,0.0004390223,0.02944659,0.8950714,0.001303242,0.00009339034,0.0006344809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943235,0.0006732848,0.0006887058,0.000004668748,0.0007421625,0.001349758,0.0009622168,0.00006644786,0.001189251],"genre_scores_gemma":[0.9929412,0.0000836969,0.003381988,0.000003103651,0.0001513043,0.00013281,0.00136967,0.0001247072,0.001811532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08058526,"threshold_uncertainty_score":0.9997086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061840538763052,"score_gpt":0.3804722535820523,"score_spread":0.3198538481944218,"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."}}