{"id":"W4378953110","doi":"10.1002/ieam.4795","title":"Toxicological effects assessment for wildlife in the 21st century: Review of current methods and recommendations for a path forward","year":2023,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Environment and Climate Change Canada","funders":"","keywords":"Wildlife; Organism; Risk analysis (engineering); Population; Risk assessment; Environmental resource management; Biology; Environmental planning; Ecology; Computer science; Geography; Business; Environmental science; Environmental health; Medicine; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006665647,0.001174648,0.001851526,0.005470349,0.0005457966,0.002156937,0.002298776,0.002433231,0.003161735],"category_scores_gemma":[0.00606994,0.0005788118,0.001776105,0.003881345,0.001410987,0.003907996,0.00138815,0.002620319,0.001468927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806463,"about_ca_system_score_gemma":0.005070158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477264,"about_ca_topic_score_gemma":0.008133209,"domain_scores_codex":[0.9978868,0.0005063232,0.0004605608,0.0002572036,0.0008149762,0.00007400975],"domain_scores_gemma":[0.9901085,0.005593283,0.001209297,0.0002239274,0.002636688,0.0002283385],"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":[0.00006656474,0.0001263883,0.0009828033,0.05288913,0.0002344986,0.0002390869,0.0002568788,0.001300393,0.00243572,0.00996006,0.05778549,0.873723],"study_design_scores_gemma":[0.000007870069,0.0001541726,0.001524291,0.0209657,0.0004144234,0.0007038667,0.0002599293,0.0004511696,0.00100915,0.006701161,0.9677495,0.0000587081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002118963,0.9930756,0.001700333,0.002885607,0.0005545733,0.0000350784,0.0001257807,0.00004016414,0.001371079],"genre_scores_gemma":[0.001030566,0.9949419,0.001887455,0.001188207,0.0003150327,0.00003969087,0.0001088058,0.000006982603,0.0004812524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006665647,"threshold_uncertainty_score":0.03525174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06269604689202538,"score_gpt":0.4320426521707435,"score_spread":0.3693466052787181,"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."}}