{"id":"W2490921943","doi":"10.1007/698_5_046","title":"Perfluorinated Compounds in the Great Lakes","year":2006,"lang":"en","type":"article","venue":"The handbook of environmental chemistry","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Perfluorooctanoic acid; Perfluorooctane; Environmental chemistry; Biota; Chemistry; Fish <Actinopterygii>; Surface water; Aquatic environment; Environmental science; Ecology; Organic chemistry; Sulfonate; Environmental engineering; Biology; Fishery","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":[0.0002149988,0.0004520271,0.0002583579,0.00163588,0.000505738,0.0008178809,0.0003822239,0.0005304266,0.002657362],"category_scores_gemma":[0.000162475,0.0003638559,0.0001554449,0.003919233,0.0003978779,0.0007037846,0.0005576539,0.0004128808,0.0007951311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605335,"about_ca_system_score_gemma":0.001873827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09803511,"about_ca_topic_score_gemma":0.1755522,"domain_scores_codex":[0.9998722,0.00001940586,0.0000128046,0.00002356319,0.00005567817,0.00001638225],"domain_scores_gemma":[0.9999437,0.000007954743,0.00001310028,0.000002849696,0.00002284973,0.000009437954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001810382,0.0001071961,0.01695449,0.002454514,0.0001002005,0.0007665972,0.001359218,0.004372098,0.04079605,0.01597043,0.08898401,0.8279542],"study_design_scores_gemma":[0.00000671329,0.00009237752,0.03382197,0.0003103893,0.00002576301,0.0003951401,0.0003308343,0.0003866838,0.00471355,0.002833613,0.9570605,0.00002243682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05139318,0.8859712,0.001368878,0.003983784,0.0005132705,0.00003246896,0.001618768,0.0001806512,0.05493776],"genre_scores_gemma":[0.1021938,0.7880952,0.004104954,0.0009291087,0.00067195,0.00002582619,0.001103129,0.00003734467,0.1028387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9019649,"threshold_uncertainty_score":0.1949289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008061956252374996,"score_gpt":0.2127386818747248,"score_spread":0.2046767256223498,"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."}}