{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631467,0.0004879104,0.0003731996,0.003488722,0.001592674,0.0008159376,0.00038497,0.000384371,0.0005817577],"category_scores_gemma":[0.0002424627,0.0004168254,0.0003300696,0.003423926,0.0006164132,0.0006031262,0.0008457244,0.0002417827,0.00009416026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681704,"about_ca_system_score_gemma":0.002180237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2370055,"about_ca_topic_score_gemma":0.2871367,"domain_scores_codex":[0.9997881,0.00001251509,0.00003368113,0.0000520893,0.0000659071,0.00004761493],"domain_scores_gemma":[0.9997889,0.00001641025,0.00005203949,0.000006434927,0.00008584387,0.00005028524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001988704,0.00006959477,0.9639896,0.0001032147,0.0001418372,0.0004229869,0.00255578,0.0005555441,0.02577954,0.0001817811,0.0001381394,0.005863176],"study_design_scores_gemma":[0.000004775039,0.00001335446,0.9981184,0.000003700877,0.0000255166,0.0000378645,0.0009194627,0.0001235016,0.000507062,0.00002216105,0.0002194174,0.000004737599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994122,0.00009087921,0.00003170171,0.00001249733,0.000001485395,0.000003469912,0.0001876609,0.000002088632,0.0002582023],"genre_scores_gemma":[0.9987708,0.0001313076,0.00008240034,0.00001702403,0.00000342947,0.000009786006,0.0004377975,0.000001529135,0.0005459536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370055,"threshold_uncertainty_score":0.4712519,"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."}}