{"id":"W4405523118","doi":"10.1007/s11998-024-01024-0","title":"The preparation of CB/SiO2 nano-filled fluorocarbon/epoxy resin blend coating and its durable anticorrosion and anti-ice properties","year":2024,"lang":"en","type":"article","venue":"Journal of Coatings Technology and Research","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Materials science; Epoxy; Fluorocarbon; Coating; Composite material; Polymer science; Polymer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586095,0.0001045815,0.0002599859,0.0003865464,0.0006527118,0.0002167042,0.0002148955,0.0001603774,0.00001157145],"category_scores_gemma":[0.001339451,0.00005681549,0.00002535147,0.0003410724,0.000771664,0.0003056715,0.0001826755,0.0003908431,0.000001847591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001610058,"about_ca_system_score_gemma":0.0001186649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002355869,"about_ca_topic_score_gemma":0.000008135271,"domain_scores_codex":[0.9984075,0.0002192124,0.0004762622,0.0002006739,0.0004130236,0.0002833269],"domain_scores_gemma":[0.9987153,0.000548912,0.0002065435,0.0001235435,0.0003529659,0.00005274242],"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":[0.0001489138,0.00001482472,0.000537876,0.0002341784,0.00001068989,0.000008408394,0.0008638415,0.000001686325,0.9925008,0.0008216713,0.0002131605,0.004643899],"study_design_scores_gemma":[0.0001968251,0.00057079,0.0001754634,0.0009920265,0.00001821634,0.0002163314,0.002558436,0.0006144162,0.9933704,0.0005587887,0.000655742,0.00007252445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408315,0.05477997,0.00001000319,0.003873488,0.0001277546,0.0001686983,0.000001736908,0.00002358204,0.0001832057],"genre_scores_gemma":[0.9930378,0.006186891,0.0002680729,0.00000781681,0.00004425105,0.000006469857,9.799896e-8,0.00001152965,0.000437086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05220623,"threshold_uncertainty_score":0.5020198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345965687154139,"score_gpt":0.3207865557319002,"score_spread":0.2861899870164863,"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."}}