{"id":"W1502401583","doi":"10.5539/mas.v9n7p214","title":"Self-Healing Coatings for Corrosion Inhibition of Metals","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Coating; Chromate conversion coating; Corrosion; Self-healing; Conversion coating; Metal; Aluminium; Polymer; Composite material; Adhesive; Metallurgy; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002207638,0.000404945,0.0002694242,0.0004582782,0.0002074602,0.0003286338,0.0004919375,0.0006180783,0.001115922],"category_scores_gemma":[0.0002347134,0.0002391279,0.000360139,0.0002093658,0.0001881035,0.0003681473,0.0002725937,0.0006211651,0.0003709849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510997,"about_ca_system_score_gemma":0.0001416685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004921197,"about_ca_topic_score_gemma":0.0009266461,"domain_scores_codex":[0.9996295,0.00003156092,0.00001516006,0.00005230662,0.0002256331,0.00004594242],"domain_scores_gemma":[0.9998392,0.00003035161,0.0000484616,0.0000181307,0.000046823,0.00001693956],"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":[0.00002301418,0.00004081281,0.0001104615,0.0003697287,0.00001221256,0.00006415359,0.00004604165,0.0001983857,0.9782498,0.0009465751,0.0004569555,0.01948186],"study_design_scores_gemma":[0.000007437662,0.000177379,0.0006096129,0.00001986049,0.0000111067,0.000232523,0.00001198569,0.001494411,0.983487,0.00007645128,0.01386238,0.000009903183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6783862,0.1404947,0.1437871,0.0006896618,0.001004623,0.0004087498,0.0002655509,0.001152906,0.03381039],"genre_scores_gemma":[0.9261522,0.0198904,0.03996089,0.0002272935,0.0001144042,0.00007363352,0.0001489594,0.00007409237,0.01335812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115922,"threshold_uncertainty_score":0.003733099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477554697081548,"score_gpt":0.2888465168577715,"score_spread":0.244070969886956,"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."}}