{"id":"W4412509729","doi":"10.1149/ma2025-016707mtgabs","title":"Zinc Anode Self-Corrosion in Aqueous Sulphate Electrolytes: A Respirometric Study","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Anode; Galvanic anode; Electrolyte; Aqueous solution; Zinc; Metallurgy; Materials science; Chemistry; Inorganic chemistry; Cathodic protection; Electrode","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":[0.0002659974,0.0002898202,0.0002701117,0.0001885573,0.0001012785,0.0002453889,0.0004796087,0.000310208,0.0005141763],"category_scores_gemma":[0.0003202665,0.0001431295,0.0002644791,0.0002679244,0.0001713363,0.0002342501,0.0001969216,0.0002762121,0.0001997103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789882,"about_ca_system_score_gemma":0.0001257018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894732,"about_ca_topic_score_gemma":0.002786889,"domain_scores_codex":[0.9997899,0.00003244657,0.00001854837,0.00004588831,0.00008520476,0.00002793339],"domain_scores_gemma":[0.9998361,0.00003028929,0.00003219994,0.00001504757,0.00007213418,0.00001429251],"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":[0.0000406723,0.00002526075,0.0005822897,0.00003511893,0.000005008203,0.00003164367,0.00005164636,0.00006395546,0.9983678,0.00001411195,0.00001216615,0.0007702977],"study_design_scores_gemma":[0.000007139285,0.0006313961,0.01282058,0.000005339062,0.00002918112,0.0001711343,0.0001504683,0.00215273,0.9829893,0.00002311342,0.001013073,0.000006652565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970732,0.0005153799,0.001484767,0.0000216008,0.00001002012,0.0000220512,0.0001572564,0.00001870549,0.000697019],"genre_scores_gemma":[0.995137,0.0009205702,0.001927435,0.00001656339,0.000008371788,0.00001274263,0.0002867575,0.00001024788,0.001680235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002894732,"threshold_uncertainty_score":0.005755842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352724770310252,"score_gpt":0.2750340615060034,"score_spread":0.2615068138029009,"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."}}