{"id":"W2075267579","doi":"10.5006/1.3280529","title":"Galvanic Protection Distance of Zinc-Coated Steels Under Various Environmental Conditions","year":2000,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"ADD Centre; Mascoma (Canada)","funders":"","keywords":"Galvanic cell; Galvanic anode; Zinc; Metallurgy; Materials science; Galvanic corrosion; Corrosion; Cathodic protection; Electrochemistry; Chemistry; Electrode","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001173004,0.000136482,0.0001565213,0.0000476177,0.000215107,0.00002937145,0.0001064089,0.0000900287,0.01496371],"category_scores_gemma":[0.000006055654,0.0001248649,0.00006810795,0.0001233438,0.0001277404,0.0002616069,0.00003099359,0.00009606751,0.0007151171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132554,"about_ca_system_score_gemma":0.0000191968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002925738,"about_ca_topic_score_gemma":0.00001325719,"domain_scores_codex":[0.9988686,0.00007546024,0.0003025511,0.0002883489,0.0002748082,0.0001901669],"domain_scores_gemma":[0.999518,0.0000176841,0.0001120397,0.0002654749,0.00002091368,0.00006593522],"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":[0.00007054557,0.0001967392,0.0001470642,0.000008276841,8.107479e-8,0.000002184834,0.00008374577,0.0002212985,0.9982575,0.00007518826,0.0002145506,0.0007228839],"study_design_scores_gemma":[0.0004789323,0.0002109905,0.004729835,0.00007343746,0.00002256868,0.00002411659,0.00007041491,0.0002926709,0.9926089,0.0003701468,0.0009502131,0.0001677849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850395,0.00004479347,0.0133698,0.00004097586,0.0002926538,0.0003937708,0.000161999,0.00009468748,0.0005618685],"genre_scores_gemma":[0.9977322,0.00003613285,0.00004809936,0.00004929664,0.00003010027,0.00005275012,0.0001034729,0.00001682133,0.001931145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424859,"threshold_uncertainty_score":0.9859368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500730826367703,"score_gpt":0.2363703499318702,"score_spread":0.2213630416681932,"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."}}