{"id":"W657486128","doi":"","title":"CANADIANS EVALUATE BRIDGE CORROSION","year":2001,"lang":"fr","type":"article","venue":"World Highways/Routes du Monde","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Reinforcement; Bridge (graph theory); Corrosion monitoring; Reinforced concrete; Polarization (electrochemistry); Forensic engineering; Engineering; Materials science; Structural engineering; Metallurgy","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":[0.003428905,0.0008080297,0.0006719659,0.005913381,0.003180912,0.001939916,0.0008701982,0.0006459856,0.02249884],"category_scores_gemma":[0.01175364,0.0002723119,0.0006562706,0.005078598,0.0005166493,0.0008177559,0.001825374,0.0006280689,0.004329911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01844766,"about_ca_system_score_gemma":0.01715955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9334669,"about_ca_topic_score_gemma":0.972218,"domain_scores_codex":[0.9949971,0.0004218997,0.0001553764,0.0002888762,0.003703143,0.0004336181],"domain_scores_gemma":[0.9868948,0.0003717114,0.0004907086,0.0002760802,0.0111632,0.0008034921],"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":[0.0006653371,0.0003164765,0.3508616,0.0005783085,0.0001981886,0.0004728983,0.005043549,0.001675865,0.003777366,0.01818868,0.2260906,0.3921312],"study_design_scores_gemma":[0.00008504089,0.0002179629,0.4822124,0.0002298223,0.0001307285,0.0002501444,0.005013094,0.00191015,0.002903969,0.001424764,0.5055016,0.0001203782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2231192,0.006232606,0.006828693,0.004794678,0.001063645,0.001220612,0.03380775,0.00121001,0.7217227],"genre_scores_gemma":[0.6692422,0.005169707,0.0287278,0.001216052,0.0001865355,0.0006593923,0.02184075,0.0004958932,0.2724618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06653315,"threshold_uncertainty_score":0.1338499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089772688664729,"score_gpt":0.235122823932228,"score_spread":0.2142250970455807,"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."}}