{"id":"W4323364634","doi":"10.1016/j.diamond.2023.109830","title":"Ba2+ removal from aquatic medium via TiY2O5@g-C3N4 nanocomposites","year":2023,"lang":"en","type":"article","venue":"Diamond and Related Materials","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Adsorption; Nanocomposite; Sorption; Aqueous solution; Langmuir adsorption model; Chemistry; Diffusion; Kinetics; Chemical engineering; Mass transfer; Metal ions in aqueous solution; Nuclear chemistry; Materials science; Ion; Chromatography; Organic chemistry; Nanotechnology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002459483,0.0001819787,0.0002307929,0.00006071062,0.0001564663,0.0000708259,0.0001320484,0.0001896223,0.009188605],"category_scores_gemma":[0.00001972458,0.0001393829,0.00005119951,0.0002805751,0.000187351,0.0001518986,0.000166469,0.00008104271,0.007957385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823922,"about_ca_system_score_gemma":0.000005247458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120362,"about_ca_topic_score_gemma":0.00001040719,"domain_scores_codex":[0.9986917,0.00008567526,0.0003413984,0.0003438192,0.0002479347,0.0002894069],"domain_scores_gemma":[0.9995245,0.00004900598,0.0001077954,0.0001732152,0.000003216867,0.0001422452],"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":[0.00002219615,0.00002241711,0.0004897133,0.000005114917,0.00002266509,0.00006974865,0.0002058845,0.000007386508,0.9943955,0.00005713784,0.002666924,0.002035326],"study_design_scores_gemma":[0.001961338,0.0001474531,0.07433956,0.0001045078,0.0001285233,0.0002612299,0.0001727343,0.00172513,0.8286144,0.01705076,0.07452837,0.0009660327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938705,0.00007676527,0.00001238566,0.0008297965,0.000885076,0.0001797163,0.00007846099,0.0002609262,0.003806392],"genre_scores_gemma":[0.9907669,0.0003052347,0.0002524221,0.000229029,0.00008909759,0.000007066386,0.0002015146,0.00002364433,0.008125127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1657811,"threshold_uncertainty_score":0.992815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006918035360683816,"score_gpt":0.2077013368975279,"score_spread":0.2007833015368441,"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."}}