{"id":"W2046318211","doi":"10.1186/2190-4715-25-10","title":"Assessment of PBTs in the European Union: a critical assessment of the proposed evaluation scheme with reference to plant protection products","year":2013,"lang":"en","type":"article","venue":"Environmental Sciences Europe","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioaccumulation; Environmental science; European union; Authorization; Pollutant; Aquatic ecosystem; Pesticide; Environmental protection; Environmental chemistry; Environmental resource management; Computer science; Environmental planning; Business; Ecology; Chemistry; Biology","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":[0.003986411,0.0001721703,0.0001421757,0.00004545943,0.0002088722,0.00004974024,0.000842988,0.00002394725,0.0009001658],"category_scores_gemma":[0.0001564702,0.00008790308,0.00002160973,0.0008927606,0.001136072,0.0003943774,0.0003687578,0.0002229687,0.00007501996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979838,"about_ca_system_score_gemma":0.00008685438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745373,"about_ca_topic_score_gemma":0.00005539299,"domain_scores_codex":[0.9954035,0.001670522,0.0003507051,0.0004817598,0.001769133,0.0003243304],"domain_scores_gemma":[0.9991778,0.00005330054,0.0001888816,0.0004986733,0.000004705646,0.00007665047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000006147964,0.0006473565,0.1150206,0.00001200153,0.000007211497,0.000003404035,0.0007198185,0.001440024,0.8579509,0.0002144071,0.00006876691,0.02390947],"study_design_scores_gemma":[0.0002249639,0.0005974805,0.9892711,0.00004587505,0.00001141329,0.00002206775,0.0003631853,0.002294012,0.006732508,0.00003669288,0.0002724134,0.0001283013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522535,0.000005746242,0.0001789378,0.002338909,0.00005604803,0.001924532,0.00002218481,0.000009884442,0.04321023],"genre_scores_gemma":[0.9967013,0.000003702169,0.003048002,0.000126059,0.00001466922,0.00003297274,0.000001162362,0.00001267755,0.00005942905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8742505,"threshold_uncertainty_score":0.9856184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387474721235016,"score_gpt":0.2882567759786402,"score_spread":0.25438202876629,"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."}}