{"id":"W2076880984","doi":"10.1139/l01-066","title":"Rehabilitation of bridges using aluminum decks","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Rehabilitation; Deck; Christian ministry; Bridge deck; Engineering; Transport engineering; Structural engineering; Civil engineering; Computer science; Forensic engineering; Physical therapy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001247777,0.0000850674,0.0001907528,0.0002347939,0.00002584272,0.00001378565,0.00008228877,0.00004478766,0.00009998402],"category_scores_gemma":[0.0001198436,0.00008838145,0.00006511548,0.0001485042,0.000033482,0.0001089097,0.000004208638,0.00009246309,0.000001588975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008905963,"about_ca_system_score_gemma":0.0000651103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341911,"about_ca_topic_score_gemma":0.007275581,"domain_scores_codex":[0.9993818,0.00000604555,0.0003230027,0.00004134445,0.00007870713,0.00016911],"domain_scores_gemma":[0.9995834,0.00003471299,0.00005172305,0.00006801946,0.0001034725,0.000158711],"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":[0.000003009257,0.000002443672,0.003625357,0.000106278,0.00005217588,0.00002846548,0.0001971492,0.9713967,0.02277018,0.0002598547,0.0004495756,0.001108853],"study_design_scores_gemma":[0.003794375,0.0008095864,0.2117195,0.004351428,0.0005731517,0.007103816,0.003607204,0.5542964,0.04972402,0.003798112,0.1572008,0.003021502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755222,0.00104981,0.02174296,0.00006605024,0.001076587,0.00003802562,0.000005409604,0.00002720338,0.000471745],"genre_scores_gemma":[0.9982024,0.00003874969,0.001614647,0.000003530925,0.0001178946,6.593322e-7,2.592735e-7,0.00001484509,0.000007039743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4171002,"threshold_uncertainty_score":0.4059945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008050059117609039,"score_gpt":0.1814174916937924,"score_spread":0.1733674325761834,"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."}}