{"id":"W2086308293","doi":"10.1016/j.marpolbul.2013.12.042","title":"Perfluoroalkyl and polyfluoroalkyl substances in sediments from South Bohai coastal watersheds, China","year":2014,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"China; Environmental science; Oceanography; Geology; Water resource management; Geography; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005785061,0.0003373065,0.0003390421,0.0001116482,0.0002434257,0.0001015784,0.0003731042,0.0001440944,0.01403315],"category_scores_gemma":[0.00006281253,0.0003062246,0.00007064153,0.0002949858,0.0003980275,0.0001713865,0.0006301276,0.0003645004,0.001149652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583948,"about_ca_system_score_gemma":0.00001328333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429111,"about_ca_topic_score_gemma":0.003250952,"domain_scores_codex":[0.9971864,0.0002531893,0.000412445,0.0007269935,0.000637888,0.0007831356],"domain_scores_gemma":[0.9991377,0.00005448343,0.0001000781,0.0003983199,0.000008656092,0.0003007824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002036932,0.0001382217,0.7316998,0.00001130756,0.00001641659,0.00001683032,0.001401197,0.0001254653,0.004198785,0.0001284691,0.004969564,0.2570903],"study_design_scores_gemma":[0.001478842,0.0001163904,0.8054343,0.00002284504,0.0000107453,0.000007617802,0.0001895413,0.001892468,0.001935406,0.0006448631,0.1878616,0.0004053328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733054,0.001816396,0.0002304332,0.004926016,0.0001872727,0.0002889392,0.00007993225,0.0000844812,0.01908111],"genre_scores_gemma":[0.9938695,0.0002451086,0.0008790185,0.0004601863,0.000125743,0.0000381764,0.00008775632,0.00003271984,0.004261749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566849,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005691119056559771,"score_gpt":0.2027649248638725,"score_spread":0.1970738058073127,"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."}}