{"id":"W4399627349","doi":"10.1016/j.heliyon.2024.e32861","title":"A review on development and modification strategies of MOFs Z-scheme heterojunction for photocatalytic wastewater treatment, water splitting, and DFT calculations","year":2024,"lang":"en","type":"review","venue":"Heliyon","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Chemical Engineering, Universiti Teknologi Petronas; Deanship of Scientific Research, King Khalid University","keywords":"Heterojunction; Photocatalysis; Wastewater; Fossil fuel; Environmental pollution; Pollution; Pollutant; Environmentally friendly; Environmental science; Materials science; Waste management; Environmental engineering; Chemistry; Engineering; Environmental protection; Ecology; Catalysis","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":[0.0001858121,0.0007285213,0.0007452946,0.0006950088,0.0002618843,0.0004136642,0.0007103162,0.0007100665,0.003497007],"category_scores_gemma":[0.0002131778,0.0003614975,0.0008549319,0.001127527,0.0001496753,0.0006802917,0.0002565721,0.0005193489,0.001013222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253,"about_ca_system_score_gemma":0.0003944002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647573,"about_ca_topic_score_gemma":0.001835199,"domain_scores_codex":[0.99992,0.00001139316,0.000007230034,0.0000149301,0.0000352801,0.00001111737],"domain_scores_gemma":[0.9999453,0.00002168299,0.000005986165,0.000004215687,0.00001939871,0.000003404808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001604596,0.0003224829,0.0007918879,0.03464549,0.0003925067,0.0004662079,0.0001677326,0.06166909,0.07495474,0.02626554,0.03459692,0.7655668],"study_design_scores_gemma":[0.00008993022,0.000900409,0.003496983,0.00196282,0.0004196297,0.0007727761,0.0001814347,0.1353897,0.08012056,0.01104886,0.7654849,0.0001320031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03824401,0.8727091,0.05446925,0.0008912351,0.0008527345,0.0001603682,0.0008396566,0.000570395,0.03126333],"genre_scores_gemma":[0.1038133,0.8326924,0.04867062,0.0004506595,0.000383817,0.0003302358,0.001091166,0.0001740693,0.01239363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003497007,"threshold_uncertainty_score":0.01169866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08033446194355963,"score_gpt":0.339063917623792,"score_spread":0.2587294556802323,"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."}}