{"id":"W2028590968","doi":"10.1002/eqe.447","title":"Seismic retrofit of George Massey Tunnel","year":2005,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Buckland & Taylor (Canada)","funders":"University of British Columbia; University of Toronto","keywords":"Geotechnical engineering; Consolidation (business); Liquefaction; Centrifuge; Precast concrete; Geology; Seismic retrofit; Engineering; Civil engineering; Structural engineering; Reinforced concrete","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009632539,0.0004389844,0.0004498318,0.0002169334,0.00005218144,0.00004319062,0.0003492029,0.0002567972,0.00006186031],"category_scores_gemma":[0.00005526141,0.0004463288,0.0001883483,0.0003659501,0.00004538055,0.0002177105,0.00005340701,0.0005890838,0.00001859212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712043,"about_ca_system_score_gemma":0.00001532986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002480985,"about_ca_topic_score_gemma":0.00003552534,"domain_scores_codex":[0.9982731,0.0000097283,0.0005302496,0.0002781216,0.0003062022,0.0006025789],"domain_scores_gemma":[0.9991916,0.00007068615,0.00005359199,0.0004650498,0.00005259852,0.0001664591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004415262,0.000002945316,0.0002470756,0.0001278194,0.00006209533,0.000003217428,0.00004702682,0.9325267,0.001003618,0.004669966,0.000071029,0.06123408],"study_design_scores_gemma":[0.0002381258,0.00002753777,0.2800857,0.00003473344,0.00001875011,0.00004556587,0.0000103556,0.7168698,0.0003201291,0.0002118877,0.001750482,0.0003868971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457327,0.0003464968,0.05113171,0.00009400502,0.0008253744,0.0001400442,0.00006386011,0.00118775,0.0004780376],"genre_scores_gemma":[0.9914574,0.00004064809,0.007787094,0.00001457958,0.0002585622,0.000007786714,0.00006177183,0.0001082832,0.000263882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798387,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003330701660255657,"score_gpt":0.1767933774727873,"score_spread":0.1734626758125317,"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."}}