{"id":"W7162026701","doi":"10.82308/53018","title":"Seismic microzonation and vulnerability of highway bridges in Montreal","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismic microzonation; Peak ground acceleration; Seismic analysis; Seismic retrofit; Borehole; Vulnerability assessment; Earthquake engineering; Retrofitting; Range (aeronautics)","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":[0.0001699695,0.0002604329,0.0001484797,0.0008804594,0.0005360418,0.0004968317,0.0004327247,0.0002533367,0.001330661],"category_scores_gemma":[0.0006026938,0.0001594506,0.0001373751,0.0009587817,0.0003805041,0.0001602242,0.0004278596,0.0001361338,0.0001062712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005257096,"about_ca_system_score_gemma":0.001688526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9033298,"about_ca_topic_score_gemma":0.9586171,"domain_scores_codex":[0.9998506,0.00001044902,0.0000047296,0.00003371299,0.00004952427,0.00005077768],"domain_scores_gemma":[0.9997619,0.00002049617,0.00005535739,0.000009505233,0.0000974323,0.00005532973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002005932,0.00004745665,0.9428869,0.000050579,0.0001345345,0.0007732036,0.002186886,0.007615147,0.01894023,0.0005597622,0.001148452,0.02545618],"study_design_scores_gemma":[0.000002251704,0.0000211529,0.9972889,0.000002804615,0.00000783623,0.00004183947,0.0003422108,0.001639418,0.0002563714,0.00001257658,0.0003788082,0.000005905335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988494,0.00004163831,0.0000905859,0.00001576429,7.034413e-7,0.000008802142,0.0002564943,0.000007748277,0.0007288058],"genre_scores_gemma":[0.9993237,0.00003087516,0.00008167044,0.000002997517,5.955675e-7,0.000004337011,0.0001619138,0.000001637207,0.0003922753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09667015,"threshold_uncertainty_score":0.1944789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005281426143105327,"score_gpt":0.2214723422634977,"score_spread":0.2161909161203923,"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."}}