{"id":"W7115733796","doi":"10.71846/18-wcee-1616","title":"LOW-COST SEISMIC ISOLATION IN CANADA","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Seismic isolation; Perspective (graphical); Scrap; Base isolation","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":[0.00005857458,0.0001291593,0.0002181249,0.0003796493,0.00001276431,0.00001427875,0.0001327702,0.00002610963,0.00006103939],"category_scores_gemma":[0.00001254601,0.0001497285,0.00003432473,0.0007403783,0.000006900023,0.0001240447,0.00001559274,0.0001652327,0.000004567138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670641,"about_ca_system_score_gemma":0.0002199183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06814986,"about_ca_topic_score_gemma":0.46502,"domain_scores_codex":[0.999276,0.00000429263,0.0002804842,0.000111429,0.0001001543,0.0002275749],"domain_scores_gemma":[0.9997098,0.00003540443,0.00002040043,0.0001680638,0.00003135549,0.00003498152],"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":[0.000001767425,0.000003629176,0.0061449,0.00009908326,0.00002357213,0.00000294968,0.00004182359,0.9649189,0.001330807,0.0002740329,0.0002054906,0.02695307],"study_design_scores_gemma":[0.0001559499,0.000001527168,0.06944426,0.0002451702,0.000007970316,2.991156e-7,0.00003809966,0.9219254,0.005289811,0.00001999191,0.00274095,0.0001306063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617631,0.0001371742,0.03367559,0.0001123138,0.0002984112,0.0000880064,0.000005857975,0.00007071805,0.00384885],"genre_scores_gemma":[0.9994172,0.00004267751,0.0001715599,0.00004138225,0.00002201133,0.0000130163,0.000008365572,0.00001018098,0.0002735327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3968701,"threshold_uncertainty_score":0.9380554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009204605885783746,"score_gpt":0.182853956339428,"score_spread":0.1736493504536442,"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."}}