{"id":"W4311164384","doi":"10.15376/biores.18.1.hadley","title":"Flushed but not forgotten: The rising costs and opportunities of disposable wet wipes","year":2022,"lang":"en","type":"article","venue":"BioResources","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"North Carolina State University","keywords":"Business; Confusion; Coronavirus disease 2019 (COVID-19); Waste management; Engineering; Medicine","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":[0.002438435,0.0005001167,0.0004891232,0.0009694074,0.0008811363,0.004364381,0.000911405,0.002993663,0.008968273],"category_scores_gemma":[0.002862791,0.0002702098,0.0006596416,0.00109731,0.001708201,0.006354339,0.001427702,0.002322765,0.001892584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020997,"about_ca_system_score_gemma":0.001898858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310848,"about_ca_topic_score_gemma":0.004821613,"domain_scores_codex":[0.9978679,0.0003890024,0.00008244308,0.0002587845,0.001182895,0.0002188898],"domain_scores_gemma":[0.9973253,0.001102735,0.0005365201,0.0001188866,0.0006590681,0.0002575443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003377156,0.0001819692,0.0041092,0.005221348,0.00004311514,0.002409252,0.0008965565,0.001053228,0.02925833,0.05968269,0.04749535,0.8493112],"study_design_scores_gemma":[0.00001181219,0.0005880263,0.006320389,0.002847486,0.0000558922,0.006452286,0.004643241,0.001618923,0.02457881,0.02828357,0.9244846,0.0001149867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07563522,0.72415,0.02174132,0.1058448,0.003819198,0.00010272,0.0003458408,0.0002479403,0.06811295],"genre_scores_gemma":[0.3242354,0.5860116,0.02240574,0.01560059,0.003490742,0.00007091646,0.0003809795,0.0001757326,0.04762831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008968273,"threshold_uncertainty_score":0.03000182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103833289341527,"score_gpt":0.2041902968406615,"score_spread":0.1831519639472462,"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."}}