{"id":"W4402679743","doi":"10.1016/j.jobab.2024.09.003","title":"Development of Methylene Bis-Benzotriazolyl Tetramethylbutylphenol-grafted lignin sub-microspheres loaded with TiO2 for sunscreen applications","year":2024,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangxi Innovation-Driven Development Project; Guangxi University; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Lignin; Microsphere; Methylene blue; Methylene; Chemistry; Chemical engineering; Materials science; Photocatalysis; Organic chemistry; Catalysis; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826853,0.000184978,0.0002990185,0.000122409,0.00005689396,0.00007402084,0.0001593511,0.00009371024,0.000003589302],"category_scores_gemma":[0.00001244035,0.0001286851,0.00007276299,0.0003662471,0.00007755885,0.00007854621,0.00002135345,0.0001543067,0.000001048584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003039599,"about_ca_system_score_gemma":0.00007799492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002583844,"about_ca_topic_score_gemma":0.000003550911,"domain_scores_codex":[0.9989326,0.000005925845,0.0004838995,0.0001880689,0.0001925771,0.0001969456],"domain_scores_gemma":[0.9994231,0.00005891808,0.0001212024,0.000143016,0.0001460723,0.000107623],"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":[0.00003116188,0.00003778341,0.00007458518,0.000728403,0.0003103247,0.000003564543,0.000483816,0.00003582166,0.9820259,0.00002843683,0.002898109,0.01334208],"study_design_scores_gemma":[0.0003680813,0.00009652221,0.00009319873,0.0002107208,0.00009156283,0.00003835649,0.0003735094,0.00003654174,0.897411,0.00003838644,0.101078,0.000164066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766705,0.02135023,0.001157481,0.0002210551,0.00009294994,0.0002539444,0.00003558761,0.00006533365,0.0001529327],"genre_scores_gemma":[0.9694338,0.0003264506,0.02959033,0.00001037205,0.0003863145,0.00001600544,0.000009987927,0.00003772813,0.0001889622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09817988,"threshold_uncertainty_score":0.5247626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008248374908866324,"score_gpt":0.2099222666601155,"score_spread":0.2016738917512492,"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."}}