{"id":"W2153533007","doi":"10.1021/es300578x","title":"Perfluoroalkyl Acids in the Atlantic and Canadian Arctic Oceans","year":2012,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada; University of Guelph; University of Alberta","funders":"ArcticNet; Polarforskningssekretariatet","keywords":"Arctic; Oceanography; Bay; Northern Hemisphere; Environmental science; Latitude; Southern Hemisphere; The arctic; Archipelago; Climatology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009445556,0.0001649985,0.0001222475,0.0003333754,0.0005440266,0.00004704541,0.0009984818,0.000118057,0.001651072],"category_scores_gemma":[0.0000474539,0.0001216919,0.00002292828,0.001258499,0.004049947,0.0005599862,0.000359222,0.0003867587,0.0007351912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009350412,"about_ca_system_score_gemma":0.00003283533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02097857,"about_ca_topic_score_gemma":0.03494344,"domain_scores_codex":[0.9975749,0.00005256091,0.0001589167,0.000406921,0.0005482074,0.001258439],"domain_scores_gemma":[0.9991924,0.00003344431,0.00003071357,0.0004251624,0.00000117491,0.0003170698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002104091,0.00005172506,0.9497685,9.737048e-7,9.95331e-7,0.00001079198,0.001006052,0.000007153967,0.01151438,0.0003389468,0.00007873818,0.03721958],"study_design_scores_gemma":[0.000146874,0.00006464624,0.947651,0.000004252847,0.00000389286,0.0001508398,0.001670766,0.0001223879,0.001149329,0.0003688186,0.04848284,0.0001843989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900497,0.002702983,0.00000632714,0.002282102,0.00007144831,0.0002478537,0.00000467979,0.00002299984,0.004611935],"genre_scores_gemma":[0.9988605,0.0003717743,0.0001732366,0.0003952571,0.00002308037,0.00003362017,0.000002538131,0.000008957954,0.0001310087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0484041,"threshold_uncertainty_score":0.9992616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008284923513205483,"score_gpt":0.2290872607292142,"score_spread":0.2208023372160087,"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."}}