{"id":"W2079139182","doi":"10.1021/es9028183","title":"Biodegradation of Polyfluoroalkyl Phosphates as a Source of Perfluorinated Acids to the Environment","year":2010,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":280,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biodegradation; Chemistry; Hydrolysis; Effluent; Phosphate; Environmental chemistry; Aqueous solution; Sewage treatment; Activated sludge; Wastewater; Organic chemistry; Environmental engineering; Environmental science","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007797021,0.000235392,0.0002488405,0.0003157602,0.0003972126,0.00002141623,0.001904979,0.0001731964,0.004963604],"category_scores_gemma":[0.00009471486,0.0001792643,0.00007603827,0.001522987,0.005990204,0.0003075141,0.001189041,0.0004315182,0.00112142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348223,"about_ca_system_score_gemma":0.00003453407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005280139,"about_ca_topic_score_gemma":0.00007189177,"domain_scores_codex":[0.997028,0.00003726654,0.0004112399,0.0006683265,0.001153319,0.0007018299],"domain_scores_gemma":[0.9985687,0.00004657224,0.0001878056,0.0009831358,0.00000577308,0.0002079793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001712738,0.0001395503,0.1097446,0.00000160249,0.000004533697,0.000001225481,0.0003896633,0.000219356,0.7326976,0.0002479168,0.00004887761,0.156488],"study_design_scores_gemma":[0.0002157106,0.0003625057,0.08399092,0.000005395649,0.000009160145,0.00001837312,0.0006492744,0.0003520908,0.8633375,0.000322488,0.05054035,0.000196188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949989,0.000609268,0.0002606882,0.001449057,0.0001332194,0.0004872915,0.00001713086,0.0000458347,0.001998566],"genre_scores_gemma":[0.9972646,0.0001390925,0.001626072,0.00007684218,0.00001422782,0.00006173633,0.000004627821,0.00001747979,0.0007952837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562918,"threshold_uncertainty_score":0.9996563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004894749567339686,"score_gpt":0.2294454337957877,"score_spread":0.224550684228448,"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."}}