{"id":"W4313898557","doi":"10.3390/catal13010155","title":"Effect of Metal Atom in Zeolitic Imidazolate Frameworks (ZIF-8 & 67) for Removal of Dyes and Antibiotics from Wastewater: A Review","year":2023,"lang":"en","type":"review","venue":"Catalysts","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Zeolitic imidazolate framework; Photodegradation; Adsorption; Metal-organic framework; Wastewater; Photocatalysis; Imidazolate; Materials science; Nanotechnology; Chemical engineering; Chemistry; Inorganic chemistry; Organic chemistry; Environmental science; Catalysis; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009645007,0.0006123603,0.004061765,0.0001625352,0.00004217582,0.00002609624,0.0005845842,0.001155587,0.0001290013],"category_scores_gemma":[0.001252825,0.0004772698,0.000886928,0.0005236118,0.0001648566,0.000052902,0.0002432636,0.0008068041,0.00004454151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006679966,"about_ca_system_score_gemma":0.0001143062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006772387,"about_ca_topic_score_gemma":0.00001524632,"domain_scores_codex":[0.9967251,0.0001662218,0.001679932,0.0007589843,0.0002749502,0.0003947652],"domain_scores_gemma":[0.9941692,0.003119407,0.001067852,0.001433574,0.0000803053,0.0001296622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001881785,0.0001144201,0.00002015981,0.5789326,0.001256884,0.00002132719,0.00007038614,4.360685e-7,0.001554852,0.0004281007,0.0003954443,0.4171866],"study_design_scores_gemma":[0.0005005803,0.00004266875,0.00000435873,0.3988878,0.01099655,0.00009813925,0.00001386314,0.00002688392,0.0269265,0.0006448236,0.5608903,0.000967573],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008280172,0.9891253,0.00007263197,0.00002508133,0.00008698549,0.001078071,0.001190963,0.00004578692,0.0000949785],"genre_scores_gemma":[0.001253365,0.9953825,0.001171348,0.000009599608,0.0001321887,0.0001306955,0.001519999,0.0001462596,0.0002540062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5604948,"threshold_uncertainty_score":0.9997679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401017192691373,"score_gpt":0.3322970208002144,"score_spread":0.2982868488733007,"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."}}