{"id":"W4401478745","doi":"10.1007/s10311-024-01770-y","title":"Characterization and treatment of industrial laundry wastewaters: a review","year":2024,"lang":"en","type":"review","venue":"Environmental Chemistry Letters","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Université de Franche-Comté; Agence Nationale de la Recherche","keywords":"Laundry; Waste management; Ecotoxicology; Environmental science; Engineering; Chemistry; Environmental chemistry","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":[0.00009598698,0.0007350779,0.001415737,0.00002620203,0.00006457501,0.00002845013,0.0002628735,0.0002974178,0.003668053],"category_scores_gemma":[0.000004872626,0.0005911436,0.0005975004,0.0001760581,0.0004821849,0.0001238918,0.0003080913,0.0002666127,0.0004029507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007970038,"about_ca_system_score_gemma":0.000008870384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009231091,"about_ca_topic_score_gemma":2.344322e-7,"domain_scores_codex":[0.9975661,0.00006258257,0.0007764156,0.0008843763,0.0003825939,0.0003279373],"domain_scores_gemma":[0.9988598,0.00003083223,0.000407401,0.000518789,3.10833e-7,0.0001828186],"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":[0.000006392491,0.0003551845,0.0003966811,0.02173395,0.000592267,0.0000917234,0.00008141588,0.000001859393,0.1741536,9.992771e-8,0.0008997136,0.8016871],"study_design_scores_gemma":[0.0002149635,0.00003220768,0.000007921355,0.01147564,0.0037198,0.0001054032,0.00001293868,0.00000224385,0.007111554,6.499884e-7,0.9766762,0.0006404373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0154155,0.9832249,0.0000027207,0.0001211793,0.00005472553,0.0005147759,0.0004197567,0.00003182968,0.000214613],"genre_scores_gemma":[0.0002730523,0.9958221,0.00002916837,0.00008729484,0.0001788153,0.0001421631,0.002057614,0.00007659861,0.001333166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757765,"threshold_uncertainty_score":0.999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247031860190208,"score_gpt":0.2375001032791786,"score_spread":0.2150297846772766,"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."}}