{"id":"W3211083349","doi":"10.82308/33141","title":"Rapid seismic vulnerability assessment of school buildings in Quebec","year":2012,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Vulnerability assessment; Forensic engineering; Environmental planning; Geology; Environmental science; Computer science; Engineering; Computer security; Psychological resilience","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":[0.0002550463,0.0006112325,0.0002218168,0.002731633,0.0008134495,0.0007486441,0.0005434774,0.0002992361,0.002353507],"category_scores_gemma":[0.0006955373,0.0001539691,0.0003086225,0.001916907,0.0002874882,0.0002497187,0.0004818777,0.0001798415,0.0002245375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254256,"about_ca_system_score_gemma":0.004775397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752283,"about_ca_topic_score_gemma":0.9872721,"domain_scores_codex":[0.9997138,0.00002571255,0.000009506925,0.00003900125,0.0001220307,0.00008980411],"domain_scores_gemma":[0.999448,0.00005046989,0.00006242014,0.00001837949,0.0003495615,0.00007108495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002487043,0.0001995887,0.73986,0.0001814906,0.0001969224,0.001221846,0.001887417,0.1188152,0.01130786,0.002647577,0.005557789,0.1178756],"study_design_scores_gemma":[0.000009096226,0.00007855962,0.911485,0.00003174428,0.00003085165,0.00008473317,0.001673732,0.08187223,0.001058352,0.0001716635,0.003472147,0.00003183815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845253,0.0001936713,0.002814855,0.00006513895,0.000004670655,0.0001259797,0.002731425,0.00008335785,0.009455535],"genre_scores_gemma":[0.9941354,0.00009047225,0.001197602,0.00001248058,0.000001490259,0.00002219089,0.001589807,0.000007300347,0.002943195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477175,"threshold_uncertainty_score":0.09100306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677789492227162,"score_gpt":0.2489318522138042,"score_spread":0.2321539572915326,"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."}}