{"id":"W1969566078","doi":"10.1016/j.marpolbul.2008.09.018","title":"Re-evaluating the use of beached bird oiling rates to assess long-term trends in chronic oil pollution","year":2008,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Newfoundland and Labrador; Environment and Climate Change Canada","funders":"","keywords":"Fishery; Environmental science; Netting; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004663273,0.0001757243,0.0002208876,0.00003375455,0.0002319987,0.00003765746,0.0002100749,0.00008298448,0.004666253],"category_scores_gemma":[0.0001383576,0.0001366135,0.00007963724,0.0005929851,0.000121053,0.00008957733,0.00005592222,0.0002024835,0.00009367303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004981988,"about_ca_system_score_gemma":0.00008896532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320175,"about_ca_topic_score_gemma":0.002799727,"domain_scores_codex":[0.9984883,0.0001541788,0.0004111489,0.0002977417,0.0003015231,0.0003471185],"domain_scores_gemma":[0.9993032,0.0001376351,0.0001640229,0.0002664494,0.00003854138,0.00009013573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002125766,0.00005093864,0.6296654,0.00004756896,0.00002152477,0.00002513065,0.0002541493,0.09559054,0.005985633,0.000006293584,0.0008274223,0.2673128],"study_design_scores_gemma":[0.0005559729,0.0001613422,0.9853938,0.00006038258,0.00001508451,0.00002071804,0.00004910077,0.007308098,0.003512339,0.000005570095,0.002699356,0.000218238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994726,0.0002182935,0.0001574688,0.003595661,0.0001083545,0.00007193121,0.00001987231,0.00005652115,0.001045907],"genre_scores_gemma":[0.9948512,0.000102757,0.001726497,0.0003054247,0.0001725062,0.000004491952,0.00008708575,0.000007884804,0.002742143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557284,"threshold_uncertainty_score":0.9962436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012559957516494,"score_gpt":0.3006253640530439,"score_spread":0.1993693683013945,"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."}}