{"id":"W4415916200","doi":"10.1039/d5ay01447f","title":"Detection of anticoagulant rodenticides by direct analysis in real time time-of-flight mass spectrometry: novel screening techniques and rapid semi-quantitative determination","year":2025,"lang":"en","type":"article","venue":"Analytical Methods","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Trent University; British Columbia Institute of Technology; University of British Columbia; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Rodenticide; Brodifacoum; Contamination; Identification (biology); Anticoagulant","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001146639,0.0001201018,0.0004980176,0.0003449548,0.00005997717,0.000007634912,0.00009428374,0.0001046605,0.0001587972],"category_scores_gemma":[0.0002831079,0.0001058948,0.00009629026,0.0014554,0.0003557828,0.0001010569,0.0001142885,0.0001022924,0.000002446283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006041734,"about_ca_system_score_gemma":0.000004158571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003132482,"about_ca_topic_score_gemma":0.00005428253,"domain_scores_codex":[0.9988053,0.0002538369,0.0003527358,0.0002923942,0.0001310891,0.0001645816],"domain_scores_gemma":[0.9990323,0.0006719023,0.0001326276,0.0001137694,0.00002023856,0.00002916104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006308065,0.0001068973,0.1331802,0.00001149886,0.0001809126,0.0000028269,0.00006259536,0.00001610939,0.8474132,0.00008506215,0.000009757818,0.01886788],"study_design_scores_gemma":[0.0001578401,0.0002727691,0.4394111,0.00002580166,0.0009193611,0.000001086835,0.00006960038,0.07771607,0.4810852,0.0001949176,0.00002349929,0.0001227462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6799827,0.0001010538,0.3145048,0.00005517702,0.00001058226,0.0001443643,0.000009991147,0.00002439756,0.005166982],"genre_scores_gemma":[0.7567322,0.00007953742,0.2428505,0.000006793541,0.000002440051,0.000006099867,0.000002933176,0.000004216809,0.0003152648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.366328,"threshold_uncertainty_score":0.4318263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242408777345345,"score_gpt":0.3692369533762205,"score_spread":0.3449960756416861,"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."}}