{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001707815,0.000421777,0.0009570413,0.00009537434,0.0001075151,0.00008138672,0.00009398044,0.0002704711,0.0001171324],"category_scores_gemma":[0.00002450495,0.0002575787,0.0002176134,0.00009223167,0.0000625605,0.00006023349,0.00004397645,0.0001519481,0.0000556465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177638,"about_ca_system_score_gemma":0.0000916201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005712698,"about_ca_topic_score_gemma":0.000004561006,"domain_scores_codex":[0.9982884,0.00002353807,0.0007810549,0.0005795503,0.000119361,0.0002080753],"domain_scores_gemma":[0.9990586,0.000104445,0.000248856,0.0004731678,0.00004540462,0.00006949754],"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":[0.000007976793,0.0001797779,5.526081e-7,0.4808903,0.0005401818,7.86611e-7,0.0002696264,0.000001005408,0.003281832,0.001709766,0.0001701715,0.512948],"study_design_scores_gemma":[0.0001074711,0.00002768651,2.073955e-7,0.07646595,0.001526082,0.00001316283,0.00005753111,0.0000482346,0.01441634,0.00005485365,0.9070216,0.0002609076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005877375,0.9974803,0.000142478,0.00007102262,0.00003949681,0.001165385,0.00008785729,0.00004825604,0.0003774407],"genre_scores_gemma":[0.0002239663,0.9940631,0.001066515,0.00001361516,0.00007999201,0.002125397,0.0008309114,0.0000667761,0.001529695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9068514,"threshold_uncertainty_score":0.9999877,"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."}}