{"id":"W2584934278","doi":"10.1016/j.porgcoat.2017.01.006","title":"Evaluation of corrosion performance of a self-healing epoxy-based coating containing linseed oil-filled microcapsules via electrochemical impedance spectroscopy","year":2017,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Corrosion; Materials science; Dielectric spectroscopy; Linseed oil; Salt spray test; Epoxy; Coating; Composite material; Self-healing; Electrochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167472,0.0004202959,0.000331784,0.0002427368,0.000132506,0.0002886051,0.0004356412,0.0005512644,0.0005397368],"category_scores_gemma":[0.0005914479,0.0002391536,0.0002726943,0.0002019703,0.0002195082,0.0003808523,0.0002070408,0.0004511091,0.0002438712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344441,"about_ca_system_score_gemma":0.0001283977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006257452,"about_ca_topic_score_gemma":0.0009846654,"domain_scores_codex":[0.9996011,0.0000449108,0.00002947413,0.00009477542,0.0001667514,0.00006310888],"domain_scores_gemma":[0.9995372,0.0001264348,0.0001026123,0.00004043759,0.0001627239,0.00003062312],"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":[0.00004482967,0.00000946473,0.00009993702,0.00001925151,0.000004357903,0.00002210301,0.0000182851,0.00005458703,0.9989645,0.000009972229,0.000008155062,0.000744599],"study_design_scores_gemma":[0.00000124586,0.00008389023,0.0005889419,0.000001347242,0.000007923847,0.0000224578,0.000009933063,0.0007744455,0.9983928,0.000003019713,0.0001115139,0.000002460658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993082,0.0006359497,0.005621488,0.00003633233,0.00003110474,0.00001280583,0.00009350375,0.00007539148,0.0004114184],"genre_scores_gemma":[0.9929403,0.000515203,0.005001915,0.00002644311,0.000008092938,0.00001470212,0.0001156307,0.00002249096,0.001355353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006257452,"threshold_uncertainty_score":0.001805663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556709947638809,"score_gpt":0.2877273440567313,"score_spread":0.2721602445803432,"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."}}