{"id":"W4395009824","doi":"10.1021/acsanm.4c00250","title":"Defect-Rich Metal–Organic Framework Nanocrystals for Removal of Micropollutants from Water","year":2024,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University Research Board, American University of Beirut","keywords":"Metal-organic framework; Nanocrystal; Environmental chemistry; Environmental science; Metal; Water treatment; Chemistry; Materials science; Nanotechnology; Environmental engineering; Adsorption; Organic chemistry","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":[0.00006401713,0.0002791481,0.0001419143,0.0001424737,0.00007592988,0.0001400368,0.0001982278,0.0002201945,0.0005766178],"category_scores_gemma":[0.00007519175,0.0001163148,0.0001456845,0.00007806337,0.000100567,0.0001701219,0.0001131935,0.0001947058,0.0001807935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338872,"about_ca_system_score_gemma":0.00006761971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126188,"about_ca_topic_score_gemma":0.001027776,"domain_scores_codex":[0.9999322,0.000004291859,0.000003769355,0.00001953664,0.00002412549,0.00001610971],"domain_scores_gemma":[0.9999639,0.000007114936,0.00001111536,0.00000369644,0.000008897148,0.000005241959],"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":[0.000007444224,0.000001681547,0.00002136895,0.000009828587,7.114015e-7,0.00000663843,0.000002055603,0.00001206893,0.9996215,0.000007861978,0.000004467895,0.0003044017],"study_design_scores_gemma":[9.228004e-7,0.00002106928,0.0004633004,8.19734e-7,0.000001884977,0.00002126065,0.000003489793,0.0004640371,0.9987555,0.000002588722,0.000263795,0.000001405745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880846,0.0009723176,0.009538992,0.00004391947,0.00001763857,0.00002438126,0.0001931994,0.0001682697,0.0009567071],"genre_scores_gemma":[0.9854558,0.00068426,0.01158748,0.00002501312,0.000006376949,0.00002683695,0.000226165,0.00002530961,0.001962666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006126188,"threshold_uncertainty_score":0.001928985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349727238114347,"score_gpt":0.2430078154396594,"score_spread":0.2295105430585159,"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."}}