{"id":"W2780219699","doi":"","title":"Modern, More Durable Lift Bridge in Canada Replaces Older Crossing","year":2017,"lang":"en","type":"article","venue":"Civil engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lift (data mining); Bridge (graph theory); Engineering; Structural engineering; Forensic engineering; Transport engineering; Civil engineering; Computer science; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007668325,0.0002471655,0.0002819255,0.0001323833,0.0001793929,0.0002914881,0.0003178828,0.00006726563,0.00006022614],"category_scores_gemma":[0.0000878823,0.0002724896,0.00005920701,0.0001304648,0.00002537314,0.0003613388,0.00004270026,0.0002584153,0.000003600365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095836,"about_ca_system_score_gemma":0.0001193112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1472271,"about_ca_topic_score_gemma":0.4433761,"domain_scores_codex":[0.9988714,0.000003689627,0.0002810256,0.0002302039,0.000194,0.0004196935],"domain_scores_gemma":[0.9992071,0.00003370714,0.00004003115,0.0005693751,0.0000237029,0.0001260516],"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":[0.000001113952,0.000001392441,0.002336511,0.00008967315,0.00003156145,0.00003234335,0.0002002891,0.9923773,0.002356858,0.00002840304,0.0003827416,0.002161792],"study_design_scores_gemma":[0.0002299251,0.000001556213,0.1026799,0.00009121582,0.000009351118,0.00001177999,0.00002875981,0.8931867,0.002732175,0.000006884093,0.0007179602,0.0003038203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181814,0.000820032,0.07786978,0.0001112407,0.0009859208,0.0001064564,0.00001451994,0.0004533277,0.001457278],"genre_scores_gemma":[0.9992846,0.00003523175,0.0003565904,0.00001916476,0.0001010496,0.00001444116,0.00000817241,0.00006050977,0.0001201867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296149,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007789965577205914,"score_gpt":0.2051193265160664,"score_spread":0.1973293609388605,"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."}}