{"id":"W4400721158","doi":"10.1016/j.nanoso.2024.101255","title":"Simultaneous adsorption-degradation of five UV filters from aqueous solution with reduced graphene oxide/TiO2 nanocomposite","year":2024,"lang":"en","type":"article","venue":"Nano-Structures & Nano-Objects","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Graphene; Nanocomposite; Oxide; Aqueous solution; Adsorption; Degradation (telecommunications); Chemical engineering; Materials science; Chemistry; Composite material; Nanotechnology; Organic chemistry; Metallurgy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001799177,0.0006559783,0.0007502717,0.0005319847,0.0002444866,0.0002259724,0.0004673927,0.0004464304,0.0003281754],"category_scores_gemma":[0.00008639132,0.0005454108,0.0004044827,0.001088613,0.0001829298,0.0004155895,0.0000913753,0.0003991887,0.00008210363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024713,"about_ca_system_score_gemma":0.0002883979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009847728,"about_ca_topic_score_gemma":0.003359086,"domain_scores_codex":[0.9963282,0.000238374,0.0008387539,0.001091496,0.0008444606,0.0006587246],"domain_scores_gemma":[0.997857,0.0003995039,0.0003935462,0.0008785147,0.0002555927,0.0002158814],"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":[0.0004542579,0.00007159411,0.00007403122,0.0001234285,0.0005201598,0.00009048683,0.001696086,0.01712333,0.9726062,0.001364749,0.000522829,0.005352851],"study_design_scores_gemma":[0.001225139,0.0003337823,0.0004334958,0.0003823633,0.0005104145,0.00009877981,0.0003639286,0.01032728,0.9786462,0.0036607,0.003175284,0.0008426175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923379,0.002964911,0.0007862539,0.0000599858,0.0009160481,0.0007205885,0.00024573,0.0004099355,0.00155863],"genre_scores_gemma":[0.9935854,0.0001417737,0.002808725,0.0001182122,0.000248926,0.00005495994,0.001222738,0.0001312093,0.001688024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006796052,"threshold_uncertainty_score":0.9996997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006145178293002728,"score_gpt":0.2156807512926355,"score_spread":0.2095355729996327,"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."}}