{"id":"W2595264631","doi":"","title":"Selected perfluorinated compounds in the sediment of an arctic freshwater lake: A case study at Kapp Linnè","year":2016,"lang":"en","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Arctic; Oceanography; Environmental science; Environmental chemistry; The arctic; Hydrology (agriculture); Geology; Chemistry; Geomorphology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644589,0.0004159916,0.0004347784,0.001360232,0.003352995,0.001201828,0.0003407999,0.001008456,0.0008467392],"category_scores_gemma":[0.0002669096,0.0002880319,0.0003639228,0.001470877,0.0007482579,0.0004279703,0.0008823103,0.0004527906,0.0002057899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348479,"about_ca_system_score_gemma":0.001539818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1014617,"about_ca_topic_score_gemma":0.2687296,"domain_scores_codex":[0.9997396,0.0000384033,0.00001392981,0.00004491179,0.0001046453,0.00005846987],"domain_scores_gemma":[0.9998683,0.00002233089,0.00002503301,0.000003613077,0.00004925258,0.00003150194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009596001,0.001013337,0.5024341,0.001078274,0.0002268911,0.2911231,0.06864586,0.005758628,0.06698126,0.001504628,0.002534428,0.05773983],"study_design_scores_gemma":[0.0000303136,0.001387271,0.8397424,0.0002513595,0.0001902852,0.02319942,0.09313459,0.00417933,0.01357509,0.0006052213,0.02358412,0.0001205058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980201,0.0002486734,0.0001269248,0.0001071006,0.000006514743,0.00002044953,0.00009245928,0.000005240658,0.001372584],"genre_scores_gemma":[0.9923643,0.001045415,0.00107743,0.0001128618,0.00002108091,0.00001729794,0.0001983692,0.000009774407,0.005153478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014617,"threshold_uncertainty_score":0.2017423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773937329098545,"score_gpt":0.2867523764814363,"score_spread":0.2690130031904509,"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."}}