{"id":"W2077907659","doi":"10.1149/1.3259799","title":"Electromagnetic Induction Corrosion Control Technology (EICCT)","year":2009,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Auto Workers","funders":"","keywords":"Passivation; Cathodic protection; Corrosion; Galvanization; Current (fluid); Zinc; Materials science; Galvanic anode; Anode; Electrolyte; Passivity; Metallurgy; Optoelectronics; Nanotechnology; Electrical engineering; Electrode; Engineering; Chemistry","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":[0.0003753225,0.0004892951,0.0004264334,0.0007318862,0.0003288516,0.0006218787,0.0006506658,0.0005092432,0.001709349],"category_scores_gemma":[0.0007342673,0.000196772,0.0002500749,0.0007131388,0.0006507002,0.0005439874,0.0005742013,0.0007398024,0.001033184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282862,"about_ca_system_score_gemma":0.0004854026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009048425,"about_ca_topic_score_gemma":0.000867473,"domain_scores_codex":[0.9991172,0.0000521793,0.00002859923,0.0001304097,0.0005790946,0.00009257097],"domain_scores_gemma":[0.9994937,0.00008483983,0.0001190308,0.00007957371,0.0001935513,0.0000293103],"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":[0.0002615847,0.00009370866,0.001586373,0.0007596148,0.00002189401,0.0004132274,0.0001982137,0.0009849985,0.7958339,0.006886258,0.006624634,0.1863355],"study_design_scores_gemma":[0.000049621,0.0005654369,0.003305903,0.0000451878,0.00005103152,0.002119977,0.00005266359,0.00639675,0.9113072,0.0005696525,0.07550807,0.00002838778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1937142,0.01873992,0.7114773,0.001509644,0.001200359,0.0005593966,0.0004222414,0.005560232,0.06681667],"genre_scores_gemma":[0.8232184,0.009426488,0.1238347,0.0007064723,0.0002624108,0.0001948703,0.0005326724,0.0003223835,0.04150163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001709349,"threshold_uncertainty_score":0.005718291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005601417229533709,"score_gpt":0.2084329401674327,"score_spread":0.202831522937899,"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."}}