{"id":"W800369984","doi":"","title":"BUILT TO LAST: THE CONFEDERATION BRIDGE, CANADA","year":2002,"lang":"en","type":"article","venue":"CONCRETE","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Girder; Engineering; Rope; Shield; Forensic engineering; Geology; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007248851,0.00009764029,0.00009842271,0.00001317809,0.00009739869,0.00005509723,0.00013229,0.0000302188,0.0007630908],"category_scores_gemma":[0.00008971418,0.00007797844,0.00002748827,0.00006671919,0.00001789346,0.00004085861,0.00002555785,0.0001040245,0.000139011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008342604,"about_ca_system_score_gemma":0.00002826158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02251792,"about_ca_topic_score_gemma":0.1876068,"domain_scores_codex":[0.9994076,0.00002173544,0.0001399522,0.000119358,0.0001346802,0.0001766635],"domain_scores_gemma":[0.9994717,0.00008686139,0.0000104347,0.0002796734,0.00004246835,0.0001088299],"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":[0.00001236748,9.67568e-7,0.00221079,0.00005361617,0.00002882315,0.00002339104,0.001079967,0.001986221,0.0562493,0.002020792,0.9090168,0.02731696],"study_design_scores_gemma":[0.000284419,0.00002581852,0.008381015,0.0000148047,0.00001014069,0.0000114499,0.00006164995,0.09371768,0.01294713,0.0000138944,0.8842419,0.0002900928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641811,0.0002725856,0.001641072,0.002412372,0.0009552019,0.0002785426,0.00002349939,0.0002241846,0.03001148],"genre_scores_gemma":[0.9976641,0.00001189376,0.00002980278,0.001547058,0.00009940223,0.0000177018,0.000003335193,0.00001340548,0.0006132987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650888,"threshold_uncertainty_score":0.9839912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104171683787591,"score_gpt":0.2001181003024808,"score_spread":0.1790763834646049,"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."}}