{"id":"W1987610498","doi":"10.5006/1.3277535","title":"Steel Corrosion under a Disbonded Coating with a Holiday—Part 2: Corrosion Behavior","year":2003,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Crevice corrosion; Corrosion; Materials science; Coating; Cathodic protection; Metallurgy; Oxygen; Polarization (electrochemistry); Ferrous; Diffusion; Composite material; Electrode; Anode; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006996723,0.0006177595,0.0005818622,0.0002163521,0.0009355163,0.0003290912,0.0003537635,0.000310697,0.002500837],"category_scores_gemma":[0.0001350484,0.0004809878,0.0001855141,0.0006006295,0.0002573786,0.0007542947,0.000180008,0.0004179968,0.0007459823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742747,"about_ca_system_score_gemma":0.0001756273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096744,"about_ca_topic_score_gemma":0.00007282013,"domain_scores_codex":[0.9957886,0.0003275507,0.0007856872,0.001122706,0.001083425,0.0008920726],"domain_scores_gemma":[0.9977342,0.0001469969,0.0004557052,0.0009184153,0.0003321208,0.0004125235],"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":[0.0002229461,0.0005081246,0.00601884,0.00002665264,7.464985e-8,0.00003198216,0.0002269028,0.0001041497,0.989812,0.0007151974,0.001984555,0.0003486177],"study_design_scores_gemma":[0.00221392,0.0008567529,0.00211815,0.0005543571,0.0001427521,0.0002186948,0.0007958158,0.0001788573,0.9892108,0.0001125119,0.002766389,0.0008309673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332608,0.0001255239,0.0613781,0.00006647794,0.002197813,0.001128153,0.00007620728,0.0004379129,0.001329034],"genre_scores_gemma":[0.9952904,0.00003374063,0.001382392,0.0003814074,0.0001098679,0.0003094742,0.0001374653,0.0001105068,0.002244727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06202964,"threshold_uncertainty_score":0.9997642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775719847581748,"score_gpt":0.2635024236797806,"score_spread":0.2357452252039631,"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."}}