{"id":"W3134036420","doi":"10.2749/newyork.2019.2720","title":"Burlington Bay Skyway Hanger Fail-Safe System","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Deck; Truss; Redundancy (engineering); Structural engineering; Span (engineering); Engineering; Bay; Christian ministry; Channel (broadcasting); Marine engineering; Telecommunications; Civil engineering; Reliability engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009883472,0.0001152021,0.0001798419,0.00008141606,0.00001995315,0.00002843466,0.00006306278,0.00006589649,0.000271989],"category_scores_gemma":[0.00001105594,0.0001037436,0.00008585275,0.0001669514,0.000005591251,0.00007729893,0.00001008409,0.00008784221,0.0003952241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008100126,"about_ca_system_score_gemma":0.000008424126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944342,"about_ca_topic_score_gemma":0.000002546703,"domain_scores_codex":[0.9992921,0.000004955484,0.000244126,0.0001475699,0.0001598127,0.0001514072],"domain_scores_gemma":[0.9995457,0.00001283955,0.00003406964,0.0003151873,0.00003212997,0.00006008791],"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":[0.000002776402,0.000003355808,0.005944595,0.0004459246,0.0002556592,0.0002493759,0.0002334974,0.9675494,0.01828504,0.001181038,0.001994739,0.003854634],"study_design_scores_gemma":[0.0002312843,0.00001594924,0.007731537,0.00009724202,0.00006639136,0.0005695439,0.0003233711,0.9081994,0.01533377,0.00001031405,0.06694267,0.0004784742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378329,0.0002729632,0.09139517,0.00004431274,0.002119349,0.0001710256,0.000003452333,0.00157179,0.06658905],"genre_scores_gemma":[0.9951289,0.000005484838,0.0004952768,0.000008075861,0.0001161178,0.000006114411,0.00002122253,0.00002712292,0.004191711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157296,"threshold_uncertainty_score":0.5079938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003156698857992271,"score_gpt":0.1758301678004252,"score_spread":0.172673468942433,"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."}}