{"id":"W4318833245","doi":"10.1016/j.scitotenv.2023.162011","title":"Non-destructive methods to assess pesticide exposure in free-living bats","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; The Scarborough Hospital","funders":"Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Toxicant; Ecotoxicology; Pesticide; Biology; Genotoxicity; Exposure assessment; Pollutant; Toxicology; Ecology; Environmental science; Environmental health; Toxicity; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111629,0.001012038,0.0005542429,0.001473271,0.0004351095,0.0004862899,0.0005378283,0.0008305039,0.0007605847],"category_scores_gemma":[0.0009452677,0.0002560645,0.000452823,0.0007031149,0.0005282895,0.000492237,0.0005865999,0.0006038688,0.0004108973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893079,"about_ca_system_score_gemma":0.0003523244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739639,"about_ca_topic_score_gemma":0.002249713,"domain_scores_codex":[0.9985449,0.0003044584,0.0001186689,0.0003948758,0.0005714008,0.00006565907],"domain_scores_gemma":[0.9988978,0.0001830553,0.0003953275,0.0001088545,0.000356564,0.00005835949],"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":[0.0001212342,0.0001941933,0.04849102,0.0007880947,0.0001707389,0.0001408367,0.0002859508,0.0005360942,0.9128935,0.0001842485,0.0001612565,0.03603275],"study_design_scores_gemma":[0.00003581066,0.004757838,0.270458,0.0002046671,0.0006659136,0.002234073,0.0010407,0.004680038,0.7064108,0.001451744,0.007951641,0.000108816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768437,0.01848542,0.1968891,0.0002956328,0.0001570417,0.001304505,0.001657751,0.0003380197,0.004028989],"genre_scores_gemma":[0.7948651,0.01044483,0.1855418,0.0004813544,0.00009228494,0.002128633,0.001407368,0.00005856072,0.004980023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473271,"threshold_uncertainty_score":0.005903602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396404664484908,"score_gpt":0.2703660566444818,"score_spread":0.2364020099996327,"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."}}