{"id":"W4308873849","doi":"10.3390/cmd3040035","title":"Degradation of Steel Wires in Bimetallic Aluminum–Steel Conductors Exposed to Severe Corrosion Conditions","year":2022,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"La Rochelle Université; Université de Sherbrooke","keywords":"Galvanization; Materials science; Corrosion; Metallurgy; Scanning electron microscope; Galvanic cell; Aluminium; Composite material; Galvanic corrosion; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155833,0.0002788709,0.0001595542,0.0002399722,0.000133929,0.0001662818,0.0001836754,0.000300333,0.0009126268],"category_scores_gemma":[0.0002366305,0.0001490149,0.0001276125,0.0001746434,0.0002073909,0.0001693387,0.000144434,0.0001863743,0.0002438907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544148,"about_ca_system_score_gemma":0.00008385118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006902086,"about_ca_topic_score_gemma":0.001055251,"domain_scores_codex":[0.999862,0.00001925123,0.000009260478,0.00003494835,0.00004898045,0.00002557414],"domain_scores_gemma":[0.9997997,0.00002067611,0.00006823009,0.00001690576,0.00006910149,0.00002541583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008990448,0.00001399346,0.0009985948,0.0000236096,0.000004963735,0.0001325889,0.00004793465,0.0001524788,0.9975893,0.00001757008,0.00001346461,0.0009155161],"study_design_scores_gemma":[0.00000524497,0.0007491956,0.03106814,0.00001083615,0.00002142168,0.0003119041,0.0002231931,0.00150073,0.965221,0.00003404354,0.0008470675,0.000007064229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988756,0.0001943443,0.0005101681,0.000006118905,0.000005529932,0.0000046174,0.00004783213,0.00001346933,0.0003424249],"genre_scores_gemma":[0.9976156,0.0001276041,0.0006435738,0.000008611861,0.000003088257,0.000006264014,0.0001182724,0.000007420498,0.001469725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009126268,"threshold_uncertainty_score":0.003053069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315831658445962,"score_gpt":0.2377299354597271,"score_spread":0.2145716188752675,"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."}}