{"id":"W2031406777","doi":"10.1016/j.marpolbul.2013.10.017","title":"Treatment by any other name would be more environmentally friendly","year":2013,"lang":"en","type":"editorial","venue":"Marine Pollution Bulletin","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Environmentally friendly; Environmental science; Biology; Ecology","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":[0.00823139,0.00482262,0.004487645,0.003316763,0.00383128,0.00816045,0.004111321,0.02106854,0.01696863],"category_scores_gemma":[0.02076668,0.001668091,0.00441124,0.001740346,0.003558383,0.004836363,0.002047146,0.03466087,0.01731219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354419,"about_ca_system_score_gemma":0.003061983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061879,"about_ca_topic_score_gemma":0.01108908,"domain_scores_codex":[0.99523,0.0009277875,0.0008057338,0.000485509,0.002255968,0.0002951112],"domain_scores_gemma":[0.9831524,0.006059466,0.001194788,0.000615077,0.006955257,0.002023018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002701343,0.0000225932,0.00001802689,0.0001693547,0.0000196333,0.0000539404,0.000007361421,0.00001650275,0.00005391222,0.0002707455,0.9944008,0.004940121],"study_design_scores_gemma":[0.00005641676,0.00003188651,0.0002302532,0.0002802417,0.0000704661,0.0001109281,0.00003247584,0.00007792481,0.00008006571,0.0007827823,0.9982223,0.00002424419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001751274,0.003143739,0.00009145126,0.02664648,0.9686421,0.00001242105,0.00002288061,0.0000395011,0.001384017],"genre_scores_gemma":[0.0002847433,0.004929013,0.0002152539,0.0405505,0.93668,0.00002288416,0.00002872453,0.00004162751,0.01724723],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02106854,"threshold_uncertainty_score":0.05676574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00987525900762014,"score_gpt":0.2785349282370251,"score_spread":0.268659669229405,"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."}}