{"id":"W1580955522","doi":"10.1023/a:1022950629065","title":"Seismic Hazard Mitigation for Buildings","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Public Works and Government Services Canada","funders":"","keywords":"Natural hazard; Context (archaeology); Risk analysis (engineering); Hazard; Process (computing); Natural (archaeology); Environmental resource management; Computer science; Construction engineering; Engineering; Environmental science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111003,0.0001222562,0.0001394482,0.00008899395,0.0000706988,0.00002970026,0.00008611648,0.00007721068,0.00003340999],"category_scores_gemma":[0.00003582088,0.0001130694,0.0001204301,0.0002042296,0.00001593383,0.0001886019,0.000004472915,0.0001344343,0.000038464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038915,"about_ca_system_score_gemma":0.00001715067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002904795,"about_ca_topic_score_gemma":0.000002563863,"domain_scores_codex":[0.9993646,0.000006188737,0.0001432134,0.000127123,0.0001213697,0.0002375075],"domain_scores_gemma":[0.9997427,0.00002249341,0.00001843955,0.0001208745,0.00005161151,0.0000438261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005091475,0.00006191029,0.003626885,0.0006110652,0.0007542268,0.000008592744,0.0009472879,0.205235,0.1077093,0.00706553,0.1962987,0.4776306],"study_design_scores_gemma":[0.000482794,0.00001979903,0.0004871143,0.00002465478,0.00005312972,0.0000105323,0.00006121914,0.718483,0.06796925,0.0009854914,0.2111374,0.0002855656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821135,0.001095086,0.01352466,0.0001274805,0.0006950612,0.0001172795,0.000009705543,0.0002571062,0.002060105],"genre_scores_gemma":[0.9960825,0.00006416884,0.002659331,0.0002834206,0.0001306262,0.000024754,0.0000274135,0.00002264332,0.0007050707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.513248,"threshold_uncertainty_score":0.4610837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005757271089417442,"score_gpt":0.2259141418368874,"score_spread":0.2201568707474699,"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."}}