{"id":"W2606310581","doi":"10.1039/c7ra01343d","title":"Sunflower oil-based hyperbranched alkyd/spherical ZnO nanocomposite modeling for mechanical and anticorrosive applications","year":2017,"lang":"en","type":"article","venue":"RSC Advances","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Alkyd; Nanocomposite; Sunflower oil; Materials science; Composite material; Chemical engineering; Sunflower; Chemistry; Mathematics","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":[0.00008224086,0.0002690248,0.0001181729,0.00009495047,0.00007286281,0.0002247592,0.0002110152,0.0001956281,0.0005610583],"category_scores_gemma":[0.00007614749,0.0001130687,0.0001965022,0.00007566808,0.00007073782,0.0003200336,0.00009987992,0.000168961,0.0001315358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560184,"about_ca_system_score_gemma":0.0001739499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532461,"about_ca_topic_score_gemma":0.003523423,"domain_scores_codex":[0.9999748,0.000002120747,0.000001338978,0.000007247399,0.000009902053,0.000004591674],"domain_scores_gemma":[0.9999752,0.000007829161,0.000005719623,0.00000189873,0.000006717316,0.000002717164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003848013,0.00003889995,0.0004699858,0.00008688816,0.00000809105,0.00004050274,0.0000194262,0.03153715,0.96197,0.0009965251,0.00005003462,0.004743953],"study_design_scores_gemma":[0.000008909166,0.00008657632,0.0009870444,0.00000528754,0.00001822214,0.00002949032,0.00002785361,0.4852925,0.5114214,0.0003911174,0.001723143,0.000008287301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067589,0.0007703914,0.08826447,0.00006701679,0.00002423294,0.00004109755,0.0002371748,0.0001665207,0.003670215],"genre_scores_gemma":[0.9850347,0.0004759508,0.01314325,0.000006404887,0.000002578794,0.00001765926,0.0001120686,0.00002461278,0.001182718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001532461,"threshold_uncertainty_score":0.003047049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938778023391716,"score_gpt":0.290055006670155,"score_spread":0.2706672264362378,"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."}}