{"id":"W4281396638","doi":"10.1016/j.envres.2022.113532","title":"Current challenges of hydrothermal treated wastewater (HTWW) for environmental applications and their perspectives: A review","year":2022,"lang":"en","type":"review","venue":"Environmental Research","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Hydrothermal circulation; Biomass (ecology); Environmental science; Biochemical engineering; Wastewater; Bottleneck; Environmental chemistry; Residence time (fluid dynamics); Waste management; Chemistry; Computer science; Chemical engineering; Environmental engineering; Ecology; Biology; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004170481,0.0003836077,0.000960484,0.0001490859,0.0001512617,0.00001634653,0.000352342,0.0001149069,0.001284871],"category_scores_gemma":[0.00002645909,0.0002887574,0.0002819623,0.000105039,0.000466365,0.00007636596,0.000275001,0.000619797,0.00005348086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970992,"about_ca_system_score_gemma":0.00001674154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.22989e-7,"about_ca_topic_score_gemma":3.072246e-7,"domain_scores_codex":[0.9979016,0.000216758,0.0004532221,0.000534445,0.0003819244,0.0005120646],"domain_scores_gemma":[0.9987898,0.0006554736,0.0000171008,0.0003568345,0.000003893826,0.0001768635],"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":[0.000003278137,0.0002518957,9.925564e-7,0.05056752,0.00008882481,0.000001534529,0.0002064291,3.15062e-7,0.00004602853,0.0001453599,0.00003548889,0.9486523],"study_design_scores_gemma":[0.0001292859,0.0001301156,0.00000201701,0.003373632,0.0001163679,0.00001930245,0.000895124,0.00002265779,0.0001372269,0.000267028,0.9946157,0.0002914843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007322029,0.9960528,0.00002140029,0.00003886114,0.00002062721,0.00229818,0.0009123014,0.00003637724,0.0005462374],"genre_scores_gemma":[0.001723741,0.9923003,0.00002380449,0.000003728843,0.00007981402,0.00540546,0.0002655453,0.0001045717,0.00009308265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945803,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09544364124787416,"score_gpt":0.3512131428271699,"score_spread":0.2557695015792957,"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."}}