{"id":"W4211001470","doi":"10.1002/9783527628698.hgc109","title":"Reducing Ecotoxicity","year":2012,"lang":"en","type":"other","venue":"","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Guelph","funders":"","keywords":"Ecotoxicity; Pesticide; Biomagnification; Environmental chemistry; Ecotoxicology; Organism; Environmental science; Bioavailability; Risk assessment; Biochemical engineering; Chemistry; Toxicity; Ecology; Biology; Computer science; Bioaccumulation; Engineering; Bioinformatics","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":[0.0007280543,0.001080834,0.0005149554,0.0012218,0.0004884215,0.001833419,0.0009847333,0.001158842,0.03933499],"category_scores_gemma":[0.001020085,0.0002273486,0.0006236762,0.0008795647,0.0007438662,0.001512616,0.001825985,0.001352471,0.009669861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253463,"about_ca_system_score_gemma":0.00152426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152385,"about_ca_topic_score_gemma":0.00204926,"domain_scores_codex":[0.9987836,0.0001678514,0.0000421896,0.0001707998,0.0007299504,0.0001055952],"domain_scores_gemma":[0.9991861,0.0001042854,0.0001278533,0.0001468054,0.0003595929,0.00007535457],"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":[0.0001965566,0.0003437238,0.003140606,0.002134888,0.0001274579,0.0004109403,0.0002536166,0.0029478,0.1772007,0.08752721,0.05063643,0.6750801],"study_design_scores_gemma":[0.00002300016,0.0003091018,0.004985544,0.0004423538,0.00007235918,0.0008099622,0.000228258,0.0008729537,0.06606698,0.02349528,0.9026726,0.00002160834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05602292,0.05293531,0.07476146,0.01823143,0.002051347,0.0004864865,0.001734334,0.001451164,0.7923256],"genre_scores_gemma":[0.3447633,0.08164798,0.05365965,0.01974888,0.00117212,0.000472637,0.002063231,0.0006708211,0.4958014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03933499,"threshold_uncertainty_score":0.1315886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558793068155368,"score_gpt":0.278266997407298,"score_spread":0.2526790667257443,"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."}}