{"id":"W2805561547","doi":"10.1016/j.porgcoat.2018.01.030","title":"Role of surface functionalization on corrosion resistance and thermal stability of epoxy/glass flake composite coating on cold rolled steel","year":2018,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Epoxy; Corrosion; Dielectric spectroscopy; Composite material; Coating; Thermal stability; Surface modification; Composite number; Flake; Electrochemistry; Chemical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007297588,0.0001584465,0.0002883443,0.00006209992,0.0001514593,0.00003392412,0.000126226,0.0000898242,0.0005142055],"category_scores_gemma":[0.0001470172,0.0001461081,0.00003136378,0.0002940834,0.00030492,0.0001427474,0.0001012159,0.0001081151,0.000008693811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000800789,"about_ca_system_score_gemma":0.0000449939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175524,"about_ca_topic_score_gemma":0.000122141,"domain_scores_codex":[0.9982338,0.0001736357,0.00056165,0.0003725842,0.0004660713,0.0001922731],"domain_scores_gemma":[0.9986815,0.0002112204,0.00047596,0.0002572529,0.000328593,0.00004550324],"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":[0.0004893012,0.0002358568,0.09662937,0.00006306297,3.665405e-7,3.292039e-7,0.0008883267,0.00001367808,0.900937,0.0003906873,0.00001161996,0.0003403768],"study_design_scores_gemma":[0.0008627585,0.000498748,0.042843,0.0003832536,0.0000114844,7.268489e-7,0.0002528379,0.0005376486,0.9543939,0.00005940193,0.00002770757,0.0001284975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987312,0.0001312748,0.0001057583,0.00006229865,0.00015585,0.0004431708,0.0000359372,0.00004517814,0.0002893182],"genre_scores_gemma":[0.999372,0.000004874551,0.000472821,0.00002931611,0.00003124673,0.00001534045,0.00001330214,0.00001978255,0.00004128783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05378636,"threshold_uncertainty_score":0.5958116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357971203719836,"score_gpt":0.2475551773173379,"score_spread":0.2339754652801396,"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."}}