{"id":"W567437494","doi":"","title":"VANCOUVER LIFELINE AWAITS CRUCIAL SEISMIC UPGRADES","year":2005,"lang":"en","type":"article","venue":"ENR","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Upgrade; Seismic zone; Forensic engineering; Engineering; Geology; Civil engineering; Seismology; Computer science","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":[0.0005465382,0.0004058985,0.0001882458,0.0006575549,0.004971577,0.002744712,0.0008185254,0.001874896,0.05309886],"category_scores_gemma":[0.001590091,0.0002517008,0.0002013656,0.0005016515,0.0005414485,0.0004824931,0.001169483,0.001838882,0.009706363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007344394,"about_ca_system_score_gemma":0.01884197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5652992,"about_ca_topic_score_gemma":0.8915244,"domain_scores_codex":[0.998668,0.00003346975,0.00001969297,0.00006987614,0.0008640339,0.0003450568],"domain_scores_gemma":[0.9971898,0.00006351277,0.00004717759,0.00008636667,0.001631478,0.000981642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002154715,0.0001542575,0.0179457,0.0001552999,0.00001419452,0.004038719,0.0006014279,0.0005968451,0.005503872,0.005373367,0.7629473,0.2024535],"study_design_scores_gemma":[0.00001898921,0.0001011318,0.02022317,0.00007307211,0.000005562425,0.0006987345,0.0007934369,0.0002543256,0.001050525,0.0004813354,0.9762794,0.00002020963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1563777,0.003251086,0.002145421,0.03291162,0.003716335,0.0003394808,0.003905588,0.001927749,0.795425],"genre_scores_gemma":[0.2320504,0.001641731,0.002650216,0.005474945,0.0002447857,0.00005259497,0.003532098,0.0001928824,0.7541603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4347008,"threshold_uncertainty_score":0.8745217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004566680434762915,"score_gpt":0.1896598074477729,"score_spread":0.18509312701301,"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."}}