{"id":"W4383481281","doi":"10.1002/ieam.4806","title":"Wildlife ecological risk assessment in the 21st century: Promising technologies to assess toxicological effects","year":2023,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Environment and Climate Change Canada","funders":"","keywords":"Wildlife; Risk assessment; Hazard analysis; Population; Environmental resource management; Hazard; Environmental health; Risk analysis (engineering); Environmental planning; Ecology; Environmental protection; Environmental science; Biology; Business; Engineering; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002060149,0.001359296,0.001973,0.0004842391,0.0007559839,0.0002870585,0.001700782,0.001097226,0.0007392434],"category_scores_gemma":[0.00005846606,0.0008927759,0.0004153982,0.001243554,0.0009447672,0.0002713804,0.003444212,0.002522046,0.001009702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135656,"about_ca_system_score_gemma":0.00003359981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003748845,"about_ca_topic_score_gemma":0.0001625695,"domain_scores_codex":[0.9925578,0.001664306,0.001342593,0.002094526,0.0008943752,0.00144636],"domain_scores_gemma":[0.9971935,0.0009800503,0.0005918696,0.0009901731,0.000001951945,0.00024243],"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":[0.00002946898,0.003029709,0.008511537,0.001603647,0.0005933392,0.001116144,0.0001468242,0.0001643016,0.00004320242,0.001820846,0.004813506,0.9781275],"study_design_scores_gemma":[0.0009229529,0.001327349,0.04276529,0.001424216,0.001049862,0.00007822161,0.00363849,0.0001153026,0.000005694732,0.001034504,0.9462157,0.001422437],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05518751,0.7457359,0.0009942548,0.005621107,0.004849614,0.07503311,0.001012177,0.003466584,0.1080997],"genre_scores_gemma":[0.00797172,0.9807766,0.003792171,0.0009019317,0.00004716841,0.005610866,0.0002789718,0.0001148345,0.0005057559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.976705,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624296665485094,"score_gpt":0.3258169618719396,"score_spread":0.2895739952170887,"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."}}