{"id":"W2163168935","doi":"10.1039/c1em10663e","title":"Twenty years of temporal change in perfluoroalkyl sulfonate and carboxylate contaminants in herring gull eggs from the Laurentian Great Lakes","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Monitoring","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University","funders":"","keywords":"Larus; Herring gull; Perfluorooctane; Herring; Environmental chemistry; Contamination; Chemistry; Ecology; Biology; Sulfonate; Fishery; Fish <Actinopterygii>","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":[],"consensus_categories":[],"category_scores_codex":[0.0004314798,0.0001458345,0.0002572883,0.00007317504,0.00004485234,0.00001638712,0.0003223068,0.00007140214,0.0005346016],"category_scores_gemma":[0.00001138538,0.0001183347,0.000063471,0.0001150974,0.0002209033,0.000455636,0.0002072779,0.0003508598,0.000009727012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226962,"about_ca_system_score_gemma":0.000005710467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005333703,"about_ca_topic_score_gemma":0.00194639,"domain_scores_codex":[0.9985001,0.0001101537,0.0004329566,0.0001916368,0.0004509276,0.0003142119],"domain_scores_gemma":[0.9994501,0.00006217865,0.000215641,0.0001620769,0.000001940508,0.0001080035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000842989,0.00008213078,0.8970619,0.000003524644,0.00001199786,0.0001054769,0.005754181,0.00001304785,0.02128765,4.660684e-7,0.000004236753,0.07559108],"study_design_scores_gemma":[0.0007202989,0.0001078008,0.9894327,0.0001338216,0.00001028805,0.00001262931,0.001226792,0.00005140347,0.007707839,0.00003837676,0.0004440537,0.0001140024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920329,0.00735766,8.484059e-7,0.00002621958,0.0002409775,0.0001374919,0.00001830833,0.000002160951,0.0001834362],"genre_scores_gemma":[0.9977658,0.001877822,0.0001724515,0.00000942134,0.0001165194,0.000005739546,0.000001184442,0.0000155152,0.00003556272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09237079,"threshold_uncertainty_score":0.8062999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604375522313436,"score_gpt":0.2658275917987253,"score_spread":0.229783836575591,"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."}}