{"id":"W3043183645","doi":"10.3390/pr8070867","title":"Special Issue: Application of Advanced Oxidation Processes","year":2020,"lang":"en","type":"article","venue":"Processes","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Metropolitan University","funders":"","keywords":"Computer science; Biochemical engineering; Risk analysis (engineering); Business; Engineering","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":[0.00179267,0.001712087,0.001538937,0.001865647,0.001311998,0.003838596,0.001808494,0.005563796,0.05598665],"category_scores_gemma":[0.002595824,0.0003617775,0.001175654,0.0009270436,0.00072602,0.001963601,0.001642907,0.002270823,0.02269739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008413185,"about_ca_system_score_gemma":0.001478698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760918,"about_ca_topic_score_gemma":0.0005807992,"domain_scores_codex":[0.9988164,0.0001192259,0.0001491437,0.0002636891,0.0004825827,0.0001689788],"domain_scores_gemma":[0.9968701,0.0005254754,0.000305448,0.0001814548,0.001255946,0.000861556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002629261,0.000137864,0.0003816643,0.002194954,0.00004283964,0.0006895462,0.00003112174,0.0001173957,0.003045131,0.001961511,0.9052874,0.08584768],"study_design_scores_gemma":[0.00002046888,0.0001134956,0.0008954683,0.0002094145,0.0000219564,0.0009214856,0.00002058673,0.0001173149,0.001133063,0.0007774431,0.9957576,0.00001161228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00192418,0.0429403,0.001049486,0.02032575,0.8959622,0.0001693218,0.0004289186,0.0002124802,0.03698735],"genre_scores_gemma":[0.006477548,0.04239857,0.0006925255,0.009859482,0.8441889,0.0001040652,0.0009198386,0.0001739105,0.09518516],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05598665,"threshold_uncertainty_score":0.187294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482639879249152,"score_gpt":0.2418455066556628,"score_spread":0.2323628667764137,"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."}}