{"id":"W836601956","doi":"","title":"INTERNATIONAL BRIDGE TACKLES SEASONAL MAINTENANCE CHALLENGES","year":2001,"lang":"en","type":"article","venue":"Public works","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Work (physics); Tourism; Highway maintenance; Engineering; Geography; Forensic engineering; Meteorology; Environmental science; Civil engineering; Archaeology; Transport 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":[0.001648517,0.0003962649,0.0003153686,0.0006641928,0.002187355,0.002679218,0.001440441,0.001835912,0.02102426],"category_scores_gemma":[0.002218342,0.0001464939,0.0002715082,0.0006712516,0.0004064291,0.002629572,0.001829928,0.0009856457,0.003766747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147497,"about_ca_system_score_gemma":0.002122828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008154375,"about_ca_topic_score_gemma":0.02574947,"domain_scores_codex":[0.9991242,0.00009154288,0.00002536412,0.000140707,0.0003731025,0.000245017],"domain_scores_gemma":[0.9987572,0.0001258352,0.000068121,0.0001557304,0.0005377359,0.000355377],"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":[0.0001244673,0.0002387234,0.008815911,0.0002339746,0.00003667739,0.0006604283,0.00232543,0.007648725,0.007122722,0.05549507,0.4150006,0.5022973],"study_design_scores_gemma":[0.00002215726,0.0002245947,0.01000013,0.0001168283,0.00002700963,0.0009814312,0.004621295,0.01426684,0.001105917,0.01760687,0.9509987,0.00002819754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.178526,0.005121434,0.08437702,0.04222122,0.00440362,0.0002160867,0.0005820486,0.001825117,0.6827274],"genre_scores_gemma":[0.6963388,0.002782292,0.02354355,0.003245922,0.002150593,0.0001484939,0.001309838,0.0006037932,0.2698767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02102426,"threshold_uncertainty_score":0.07033312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216106663233148,"score_gpt":0.2215168986295691,"score_spread":0.1999062323062543,"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."}}