{"id":"W89924414","doi":"10.17226/13825","title":"Steel Bridge Erection Practices","year":2005,"lang":"en","type":"book","venue":"Transportation Research Board eBooks","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Forensic engineering; Engineering; Construction engineering; Civil engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510336,0.0002685671,0.0001598804,0.002635406,0.001680803,0.001583871,0.001239474,0.000366377,0.01210752],"category_scores_gemma":[0.006160511,0.0001986025,0.0001997211,0.005074408,0.000999316,0.001308693,0.0007260968,0.0003682179,0.001024514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0060047,"about_ca_system_score_gemma":0.004662239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.130008,"about_ca_topic_score_gemma":0.3251508,"domain_scores_codex":[0.9963332,0.0006719982,0.0001879838,0.0003300634,0.002110625,0.0003660318],"domain_scores_gemma":[0.9961933,0.0009926197,0.0005851072,0.0003067967,0.001779248,0.000143015],"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":[0.00008361105,0.0001793698,0.1525603,0.001012308,0.00002094504,0.0006806965,0.1904993,0.001498983,0.007685602,0.01799755,0.02477765,0.6030037],"study_design_scores_gemma":[0.000007489231,0.000212786,0.4830008,0.000740611,0.00001835069,0.0006748831,0.1742125,0.000569885,0.003625262,0.0008391282,0.3360439,0.00005426324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7502182,0.002272193,0.004317398,0.001157123,0.00005161511,0.0002132227,0.001586215,0.0001210731,0.2400629],"genre_scores_gemma":[0.9116986,0.004138035,0.005757604,0.0002099526,0.00001446387,0.0001333754,0.00159099,0.00005116072,0.07640582],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.130008,"threshold_uncertainty_score":0.2585026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101686674692189,"score_gpt":0.333709554039222,"score_spread":0.2235408865700031,"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."}}