{"id":"W2803568486","doi":"10.1139/cjc-2017-0696","title":"Facile approach for synthesis of stable, efficient, and recyclable ZnO through pulsed sonication and its application for degradation of recalcitrant azo dyes in wastewater","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Chemistry; Sonication; Wurtzite crystal structure; Degradation (telecommunications); Sonochemistry; Nanoparticle; Zinc; Nuclear chemistry; Chemical engineering; Organic chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871507,0.00006787906,0.0001359721,0.00002517182,0.00004652059,0.000006617398,0.00007582249,0.00004887825,0.00002781859],"category_scores_gemma":[0.00005865103,0.00006084557,0.00002130582,0.0000749108,0.0001001054,0.0001303604,0.000006944153,0.00002891612,2.447051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417048,"about_ca_system_score_gemma":0.00005551061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734499,"about_ca_topic_score_gemma":0.0002310794,"domain_scores_codex":[0.9993881,0.000009212085,0.0002735366,0.0001296285,0.00007421562,0.0001253358],"domain_scores_gemma":[0.999496,0.00004480979,0.0002349768,0.00008785335,0.00005085551,0.00008553603],"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":[0.00009658196,0.00005053171,0.004156505,0.0002077384,0.00001988025,2.227391e-7,0.0006329254,0.002889105,0.9857472,0.00001932182,0.00005134684,0.006128677],"study_design_scores_gemma":[0.0004434505,0.00003768862,0.0008779351,0.00003638673,0.00001979691,0.000006329708,0.0001755077,0.004135791,0.9934643,0.0001832856,0.0005601631,0.00005935404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820368,0.0001029567,0.01698792,0.0001320395,0.000009141729,0.0003114152,0.00007511039,0.000001204453,0.0003434536],"genre_scores_gemma":[0.9868619,0.00001681827,0.01288766,0.000005677588,0.00001190128,0.00003978758,0.0000176807,0.000006693208,0.000151893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007717147,"threshold_uncertainty_score":0.248121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456635604877986,"score_gpt":0.2264369173959268,"score_spread":0.2118705613471469,"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."}}