{"id":"W2143601289","doi":"10.1016/j.envint.2012.11.003","title":"Can starling eggs be useful as a biomonitoring tool to study organohalogenated contaminants on a worldwide scale?","year":2012,"lang":"en","type":"article","venue":"Environment International","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Environment and Climate Change Canada","funders":"Biotechnology and Biological Sciences Research Council; Vlaamse regering; Universiteit Antwerpen; Fonds Wetenschappelijk Onderzoek; Agence Nationale de la Recherche","keywords":"Biomonitoring; Starling; Scale (ratio); Environmental science; Contamination; Environmental chemistry; Biology; Toxicology; Environmental health; Ecology; Geography; Medicine; Chemistry; Cartography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004270178,0.000284844,0.0001818406,0.0001101263,0.0001541995,0.00005525701,0.0005310219,0.00006159346,0.01394161],"category_scores_gemma":[0.0001014542,0.0002703715,0.00005410885,0.0001660995,0.00006678013,0.000293908,0.0004451111,0.0001870259,0.004147094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529715,"about_ca_system_score_gemma":0.00001071656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771335,"about_ca_topic_score_gemma":0.0000513606,"domain_scores_codex":[0.9974156,0.00007821567,0.0003496108,0.0004733943,0.00107534,0.0006078592],"domain_scores_gemma":[0.9990749,0.00006193999,0.0001125758,0.0004010006,0.000001400177,0.0003481949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012706,0.001804282,0.8625955,7.147143e-7,0.0001520493,0.00004943645,0.005608389,0.0004083879,0.0938566,0.00001076686,0.0004064245,0.03498041],"study_design_scores_gemma":[0.0008164324,0.0002804237,0.9411585,0.00001357458,0.00002475525,0.00002248684,0.0005718581,0.00006430702,0.04606397,0.00002491246,0.01059243,0.0003663103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953862,0.00000719811,0.0001533035,0.001108262,0.001341187,0.0005309633,0.0001408205,0.00006168486,0.001270406],"genre_scores_gemma":[0.9959205,0.000004713056,0.001018092,0.0008779023,0.0003810464,0.00003269097,0.000007083298,0.00004885143,0.001709106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07856306,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590315187084832,"score_gpt":0.2765012353232044,"score_spread":0.260598083452356,"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."}}