{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001576695,0.00008661117,0.00009443287,0.00002107642,0.0003953998,0.00002859394,0.0001950474,0.00001562259,0.0005521924],"category_scores_gemma":[0.000004858491,0.00005156683,0.00003250686,0.00005850763,0.0003071399,0.00006979779,0.0004161975,0.00005084512,0.000008251769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003851603,"about_ca_system_score_gemma":0.000003743285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006390452,"about_ca_topic_score_gemma":0.00003602165,"domain_scores_codex":[0.9993176,0.00006283912,0.0001111994,0.0001387019,0.0002227375,0.0001469252],"domain_scores_gemma":[0.9996797,0.00004679172,0.00006319865,0.0001667198,0.000001975695,0.00004155662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504367,0.0004382317,0.7655398,0.00004419003,0.0001621143,0.00007862422,0.01794386,0.0008304183,0.1681178,0.0005838167,0.01275472,0.03325596],"study_design_scores_gemma":[0.002177317,0.0008520582,0.3816856,0.00004477817,0.0002212433,0.00007172579,0.03985782,0.001240844,0.1834151,0.0004365609,0.3892074,0.0007895329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957231,0.0002354731,0.000001273403,0.001492561,0.00004395442,0.0001197415,0.00003765719,0.00001846117,0.002327734],"genre_scores_gemma":[0.9955678,0.00003681438,0.00005944744,0.0001663036,0.00001575967,0.000015844,0.000007573247,0.000007926084,0.004122504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838542,"threshold_uncertainty_score":0.604612,"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."}}