{"id":"W2394894771","doi":"10.5006/1995","title":"Corrosion Assessment of a Lead-Based Composite in Sulfuric Acid Electrolytes","year":2016,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dielectric spectroscopy; Sulfuric acid; Cyclic voltammetry; Corrosion; Electrolyte; Materials science; Linear sweep voltammetry; Electrochemistry; Polarization (electrochemistry); Scanning electron microscope; Manganese; Alloy; Inorganic chemistry; Anode; Electrode; Metallurgy; Chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003671257,0.0005430285,0.0004676047,0.0004212961,0.0002377304,0.0003530831,0.0003685628,0.0004244773,0.0004774787],"category_scores_gemma":[0.0003877374,0.0002292672,0.0003489374,0.0004282181,0.0001489396,0.000296173,0.0002870918,0.0003114411,0.000206978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268201,"about_ca_system_score_gemma":0.0002295006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474681,"about_ca_topic_score_gemma":0.003371922,"domain_scores_codex":[0.9995296,0.00007647771,0.00003414272,0.00007695839,0.0002453938,0.00003745644],"domain_scores_gemma":[0.9997941,0.00002657186,0.00002816516,0.00001121485,0.0001176386,0.00002238134],"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":[0.0000961457,0.00001428881,0.0002757602,0.00007062266,0.00001027315,0.00003840332,0.00002527623,0.0001135423,0.998311,0.00001293542,0.00001125448,0.0010205],"study_design_scores_gemma":[0.00000508519,0.000551319,0.004349896,0.000007897395,0.00004300688,0.0001019164,0.00006580181,0.001708414,0.9924093,0.00001680145,0.0007343362,0.000006084828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931798,0.00125504,0.004494171,0.00003344176,0.00003613241,0.00002581871,0.0001071079,0.00005635324,0.000812187],"genre_scores_gemma":[0.9892413,0.001248276,0.007431896,0.00002440042,0.00001411446,0.00002413962,0.0002044983,0.00001765671,0.001793648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001474681,"threshold_uncertainty_score":0.002932191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578748523190727,"score_gpt":0.2807706870059485,"score_spread":0.2649832017740413,"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."}}