{"id":"W4412465220","doi":"10.1016/j.molstruc.2025.143333","title":"In situ nano silver-imbosed cardanol-based polyurethane nanomaterial as protective coating of mild steel: Synthesis, characterization, antibacterial and anticorrosive analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Molecular Structure","topic":"Ginkgo biloba and Cashew Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red River College","funders":"King Saud University; University Grants Commission; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Chemistry; Polyurethane; Cardanol; Nanomaterials; Coating; Characterization (materials science); Nano-; In situ; Nanotechnology; Chemical engineering; Epoxy; Organic chemistry; Materials science","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":[0.0001590759,0.0002713884,0.0001421374,0.0002206968,0.000126084,0.0001733306,0.000265268,0.0003488004,0.0007963083],"category_scores_gemma":[0.0001660728,0.0001791197,0.0002102821,0.0001253387,0.0001658854,0.0001721948,0.0001057238,0.000269501,0.0003020465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475886,"about_ca_system_score_gemma":0.0001187233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003078138,"about_ca_topic_score_gemma":0.0009147688,"domain_scores_codex":[0.9998603,0.00001476423,0.000009632342,0.00004725897,0.00004440569,0.00002358512],"domain_scores_gemma":[0.9998739,0.00002517971,0.00003723368,0.00001762672,0.00002946216,0.00001663131],"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":[0.00001238989,0.000003604362,0.00002440607,0.0000137425,0.000001297585,0.00001380365,0.000005889773,0.00001746697,0.9994837,0.00001699862,0.000007978945,0.0003987332],"study_design_scores_gemma":[0.000001049626,0.00003445883,0.0002904685,7.823119e-7,0.000003339954,0.0000270194,0.000004481457,0.0002380509,0.9991116,0.00000344545,0.0002836746,0.00000163563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824474,0.00119792,0.01356407,0.00006055113,0.00005130558,0.00003608931,0.0001447315,0.0001502666,0.002347586],"genre_scores_gemma":[0.9870662,0.0003353089,0.009297293,0.00004079701,0.000006846305,0.00001930628,0.000111965,0.00002491965,0.003097363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007963083,"threshold_uncertainty_score":0.00266397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003657200699854954,"score_gpt":0.2454835889766517,"score_spread":0.2418263882767968,"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."}}