{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067927,0.0003227201,0.0002064396,0.0001615171,0.00008421668,0.0002253291,0.0002877064,0.0003554759,0.0005483073],"category_scores_gemma":[0.0001245443,0.0001594878,0.0003112912,0.0001314192,0.0001628233,0.0002591162,0.0002242288,0.0004347269,0.0002058978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969158,"about_ca_system_score_gemma":0.0001855223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615384,"about_ca_topic_score_gemma":0.0008742149,"domain_scores_codex":[0.9998903,0.000008825459,0.000009323899,0.00002877048,0.0000491563,0.00001371654],"domain_scores_gemma":[0.9999565,0.00000726052,0.00001387801,0.000005750774,0.00001123754,0.000005511778],"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":[0.000009357695,0.000008851825,0.00004403166,0.00004488525,0.000002559635,0.00002751663,0.000006505859,0.00007105831,0.9976729,0.00007331835,0.00001318048,0.002025797],"study_design_scores_gemma":[0.000009185169,0.0001909677,0.0007369171,0.000003838582,0.00001500216,0.0001987323,0.00001368945,0.001565492,0.9948682,0.00007544774,0.002316551,0.00000611968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740548,0.008128592,0.1131802,0.0002806998,0.0001470204,0.00014716,0.0003317754,0.0002513838,0.003478396],"genre_scores_gemma":[0.9475303,0.002808617,0.0473961,0.00005595095,0.00001981764,0.00006181994,0.0001680899,0.00002596834,0.001933381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005483073,"threshold_uncertainty_score":0.001834273,"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."}}