{"id":"W3041621311","doi":"10.2174/1573411016999200711143225","title":"Emerging Aspects of Photo-catalysts (TiO2 &amp; ZnO) Doped Zeolites and Advanced Oxidation Processes for Degradation of Azo Dyes: A Review","year":2020,"lang":"en","type":"review","venue":"Current Analytical Chemistry","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Photocatalysis; Photodegradation; Catalysis; Degradation (telecommunications); Calcination; Chemistry; Materials science; Chemical engineering; Photochemistry; Organic chemistry; Computer science","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":[0.0003769435,0.0008108411,0.0008550797,0.002957475,0.000250654,0.001032152,0.0006483312,0.0007893186,0.002058138],"category_scores_gemma":[0.0004012086,0.0003054916,0.0007626943,0.002969379,0.0002257547,0.001466183,0.0004186091,0.0006313551,0.0005915375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412977,"about_ca_system_score_gemma":0.0009195958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089965,"about_ca_topic_score_gemma":0.001565566,"domain_scores_codex":[0.9998152,0.00001990389,0.0000336354,0.00004586121,0.00006537671,0.00002000328],"domain_scores_gemma":[0.9996724,0.0001359349,0.00008778426,0.00000692014,0.00007761317,0.00001928752],"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":[0.000180137,0.0002544099,0.001091719,0.1161399,0.0002847192,0.0007968077,0.0002770885,0.001148336,0.02136762,0.004127129,0.01563937,0.8386928],"study_design_scores_gemma":[0.00002176992,0.0006541274,0.004439017,0.01119081,0.0008197009,0.003803377,0.0003965365,0.0008347548,0.01090896,0.002399761,0.9644647,0.0000664233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006717707,0.9981859,0.0002121531,0.0001303323,0.00009345964,0.000004788678,0.00002001356,0.000005547933,0.0006760233],"genre_scores_gemma":[0.002475296,0.9965129,0.0002831203,0.0001004029,0.0001194042,0.00000702147,0.00002805662,0.000001288424,0.0004724886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002957475,"threshold_uncertainty_score":0.006885171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06563164627404683,"score_gpt":0.3693244098434945,"score_spread":0.3036927635694476,"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."}}