{"id":"W3210229007","doi":"10.21926/aeer.2104027","title":"Assessment of Trametes versicolor, Isochrysis galbana, and Purple Phototrophic Bacteria for the Removal of Pharmaceutical Compounds in Hospital Wastewater","year":2021,"lang":"en","type":"article","venue":"Advances in Environmental and Engineering Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Canadian Institute for Advanced Research","keywords":"Trametes versicolor; Wastewater; Isochrysis galbana; Effluent; Sewage treatment; Chemistry; Environmental chemistry; Pulp and paper industry; Biology; Algae; Environmental engineering; Environmental science; Botany; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009291578,0.001092284,0.0008652383,0.0008823065,0.0003294645,0.001113847,0.0005110362,0.0009488599,0.0004125794],"category_scores_gemma":[0.0007951027,0.0003370635,0.0008893988,0.000984709,0.0003050893,0.0005291994,0.0007791823,0.0006538426,0.0003902382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367133,"about_ca_system_score_gemma":0.0006751151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700561,"about_ca_topic_score_gemma":0.0064514,"domain_scores_codex":[0.998059,0.0003526662,0.0002465103,0.0002998524,0.0008115828,0.0002303886],"domain_scores_gemma":[0.9993985,0.00009390232,0.0001460764,0.00004346393,0.0002185453,0.00009959692],"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":[0.0001206244,0.0002144301,0.001278595,0.0001883269,0.0000251687,0.00005340311,0.00005214947,0.0001719401,0.994931,0.00002031838,0.00002887505,0.002915204],"study_design_scores_gemma":[0.00003727206,0.005408988,0.03940025,0.00008586855,0.0002010417,0.0003285682,0.0005240394,0.001844613,0.9496884,0.00005466743,0.002373611,0.0000526169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934361,0.002844388,0.00146881,0.0001222915,0.00003742852,0.0001032865,0.000618951,0.00003329485,0.001335467],"genre_scores_gemma":[0.9795688,0.003870986,0.009665703,0.0001240532,0.00002938582,0.0002327746,0.002163967,0.0000347003,0.004309652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700561,"threshold_uncertainty_score":0.007358015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215914917447621,"score_gpt":0.3296700387250692,"score_spread":0.307510889550593,"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."}}