{"id":"W4387604882","doi":"10.1002/adfm.202305527","title":"COF and MOF Hybrids: Advanced Materials for Wastewater Treatment","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Covalent Organic Framework Applications","field":"Materials Science","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Wastewater; Covalent organic framework; Crystallinity; Metal-organic framework; Hybrid material; Porosity; Nanotechnology; Waste management; Adsorption; Composite material; Organic chemistry; Chemistry; Engineering","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":[0.0001358343,0.0003880796,0.0002735748,0.0004845155,0.0001333698,0.0003871894,0.0002682378,0.0007319545,0.001290521],"category_scores_gemma":[0.00009719851,0.000136074,0.0002337085,0.0002862757,0.0001235211,0.0004234792,0.000230554,0.0003507157,0.0004884949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957596,"about_ca_system_score_gemma":0.00014333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003576922,"about_ca_topic_score_gemma":0.0008546265,"domain_scores_codex":[0.9999164,0.000009888244,0.000003933782,0.00001764052,0.00003212857,0.00001987049],"domain_scores_gemma":[0.9999791,0.000005406727,0.000004941196,0.000001699039,0.000005604504,0.000003245402],"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":[0.00009792716,0.00008712165,0.0002849505,0.001722103,0.00006367351,0.0004139426,0.00003531714,0.001437977,0.8990932,0.007895038,0.001653635,0.08721504],"study_design_scores_gemma":[0.00002231428,0.0005196593,0.001274798,0.0001357359,0.00005741874,0.001275639,0.00005838227,0.004019595,0.8337823,0.001948017,0.1568666,0.00003943744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4099127,0.4685571,0.08109114,0.001636998,0.001182312,0.0002259106,0.0008017297,0.0009158694,0.03567626],"genre_scores_gemma":[0.8838955,0.07787553,0.02588631,0.0003853233,0.0001704726,0.0001005727,0.0003772457,0.00004407239,0.0112651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001290521,"threshold_uncertainty_score":0.004317224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278106998289829,"score_gpt":0.2700166550594394,"score_spread":0.2472355850765411,"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."}}