{"id":"W2021536580","doi":"10.1016/j.envint.2013.08.022","title":"Microbial degradation of polyfluoroalkyl chemicals in the environment: A review","year":2013,"lang":"en","type":"review","venue":"Environment International","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":510,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Perfluorooctanoic acid; Environmental chemistry; Biodegradation; Microbial biodegradation; Chemistry; Perfluorooctane; Degradation (telecommunications); Organic chemicals; Organic chemistry; Microorganism; Bacteria; Sulfonate; Biology","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":[0.0007609177,0.0004563467,0.0008839194,0.0001073293,0.00005607015,0.00003734242,0.001830436,0.0002212789,0.04198467],"category_scores_gemma":[0.00004378765,0.0003166929,0.0004309591,0.0001901009,0.0003649617,0.0002448199,0.0005002445,0.0005717447,0.004844916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995565,"about_ca_system_score_gemma":0.00002539928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391404,"about_ca_topic_score_gemma":0.000005986515,"domain_scores_codex":[0.9962134,0.0003735399,0.001071324,0.0006320801,0.001288254,0.000421395],"domain_scores_gemma":[0.9984686,0.0002176885,0.0005269821,0.0006942463,0.000002991588,0.00008950658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002856783,0.0002520068,0.0001811132,0.001234226,0.0000561202,0.000006964868,0.00005929411,0.00001254863,0.0002004187,0.00003031773,0.01266671,0.9852974],"study_design_scores_gemma":[0.000156058,0.00002566546,0.0001321163,0.002941947,0.0001006419,0.00002260026,0.00000885045,0.00001603217,0.00005704961,0.00003175183,0.9962178,0.000289516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001355598,0.9912171,0.00004348482,0.0003510061,0.0001151378,0.001477134,0.0001761702,0.000008310351,0.006476049],"genre_scores_gemma":[0.00003986155,0.9949614,0.0004345184,0.0002456587,0.0000840047,0.0005616757,0.0007344292,0.00003810538,0.002900285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850079,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444961924193382,"score_gpt":0.318925759817605,"score_spread":0.2744761405756712,"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."}}