{"id":"W2945334468","doi":"10.2749/vancouver.2017.2536","title":"Fort Nelson River Bridge Superstructure Replacement & Substructure Strengthening","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Constructability; Civil engineering; Upgrade; Engineering; Construction engineering; Infill; Transport engineering; Computer science; Systems 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007058951,0.0003843366,0.0001428867,0.0005121742,0.001130929,0.001314881,0.000908329,0.0004865189,0.01000824],"category_scores_gemma":[0.0007095112,0.0001715679,0.0003059247,0.0004300351,0.0006242082,0.000549403,0.0005662887,0.0004163407,0.001192978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004077489,"about_ca_system_score_gemma":0.005105539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1368574,"about_ca_topic_score_gemma":0.3838477,"domain_scores_codex":[0.9989267,0.00008364815,0.00002196205,0.00007697449,0.0007689074,0.0001217836],"domain_scores_gemma":[0.9993999,0.00002333684,0.00003371438,0.00005788408,0.0004343654,0.00005076114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005073563,0.0005820114,0.05952647,0.0005432098,0.00007062708,0.002338794,0.002579641,0.0536787,0.1833856,0.03506742,0.03380984,0.6279104],"study_design_scores_gemma":[0.0001061196,0.003910633,0.1718541,0.0003306267,0.0001503107,0.002798585,0.01009393,0.04903892,0.1849765,0.00446708,0.5720779,0.0001953807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6137684,0.000395905,0.02685521,0.0007279839,0.0001432399,0.0005177522,0.0006101485,0.0003982585,0.356583],"genre_scores_gemma":[0.8811743,0.0004254647,0.02639872,0.0001351328,0.000007926257,0.0001012426,0.0004287876,0.00007002083,0.09125852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1368574,"threshold_uncertainty_score":0.2721216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668920441599641,"score_gpt":0.2685812044841597,"score_spread":0.2418920000681633,"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."}}