{"id":"W30794068","doi":"10.1089/jayao.2018.0120","title":"Preparation of UV-cured nanocomposite epoxy coatings for the protection of metal substrates against corrosion","year":2009,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epoxy; Corrosion; Nanocomposite; Materials science; Metal; Composite material; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004045998,0.00007067554,0.0002278828,0.00003425241,0.0001060332,0.00002094351,0.0001035291,0.00006073264,0.000006111054],"category_scores_gemma":[0.00004771658,0.00004252199,0.00006265245,0.00005017337,0.00007923298,0.000109286,0.00001309199,0.00006291136,4.686871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253896,"about_ca_system_score_gemma":0.00004946234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002607637,"about_ca_topic_score_gemma":0.00001763935,"domain_scores_codex":[0.999145,0.00005730996,0.0005093949,0.00008162708,0.0001156239,0.00009107232],"domain_scores_gemma":[0.9986756,0.00003091797,0.0008174914,0.00007119135,0.0003769693,0.00002782091],"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":[0.0007852896,0.0001577834,0.0001675287,0.00005713351,0.000004145425,2.768809e-7,0.0004527031,0.00009639929,0.9955762,0.0002538206,0.0001263026,0.002322409],"study_design_scores_gemma":[0.0008015559,0.001874167,0.005166158,0.0001287681,0.0000641341,0.00004306613,0.0002498504,0.0007670902,0.9902444,0.0002336478,0.0003715813,0.0000555811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941623,0.0001982928,0.003865421,0.0009267181,0.0003082103,0.0004816045,0.000007839998,0.00000475362,0.00004483891],"genre_scores_gemma":[0.9988049,0.0001440357,0.0008270162,0.00006510079,0.0001205486,0.000008923602,0.00000196092,0.000003606579,0.00002391593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005331807,"threshold_uncertainty_score":0.1733996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087975044747687,"score_gpt":0.2952746944971503,"score_spread":0.2743949440496734,"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."}}