{"id":"W7071579915","doi":"","title":"Seismic prioritization of highway bridges in Canada","year":2001,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismic retrofit; Retrofitting; Prioritization; Earthquake scenario; Urban seismic risk; Seismic risk; Seismic hazard; Seismic analysis","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":[0.0005510288,0.000392637,0.0002575579,0.001733825,0.002250061,0.00167636,0.0005847302,0.0003630004,0.006077398],"category_scores_gemma":[0.001942046,0.0002061654,0.0001496275,0.002258448,0.0003011278,0.0003639924,0.00051333,0.0003176668,0.000411714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03499385,"about_ca_system_score_gemma":0.05228901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800727,"about_ca_topic_score_gemma":0.9936448,"domain_scores_codex":[0.9992601,0.00004139335,0.00001710977,0.0000720483,0.0002853696,0.0003237973],"domain_scores_gemma":[0.9987903,0.00005266829,0.00003849306,0.0000128954,0.0008770932,0.0002285418],"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":[0.0007579845,0.0005621567,0.2150027,0.0003520974,0.0001453929,0.001038414,0.005261872,0.1185956,0.01493852,0.04022397,0.107234,0.4958873],"study_design_scores_gemma":[0.0002006039,0.0004750289,0.6846,0.0002577091,0.0001942205,0.0002768888,0.02296798,0.1238437,0.01068311,0.008680335,0.1476306,0.0001897863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733722,0.001122028,0.003301884,0.002755052,0.00007480114,0.0002673058,0.002155448,0.0001761603,0.1167752],"genre_scores_gemma":[0.9671294,0.0008427422,0.003205789,0.000124105,0.00001208988,0.00003422921,0.0009619656,0.00002377387,0.02766582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03499385,"threshold_uncertainty_score":0.2538993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006955378095520187,"score_gpt":0.1954670078772244,"score_spread":0.1885116297817042,"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."}}