{"id":"W4372294733","doi":"10.1021/acs.est.2c07395","title":"High Persistence of Novel Polyfluoroalkyl Betaines in Aerobic Soils","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Thompson Rivers University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Strategic Environmental Research and Development Program","keywords":"Chemistry; Biotransformation; Biodegradation; Methylamine; Aqueous solution; Environmental chemistry; Incubation; Persistence (discontinuity); Soil water; Microbial biodegradation; Amino acid; Degradation (telecommunications); Organic chemistry; Microorganism; Biochemistry; Bacteria; Ecology; Biology; Enzyme","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001424248,0.0004080439,0.0002206251,0.0003256885,0.0002763905,0.0005837529,0.0001643897,0.0003740355,0.0003604869],"category_scores_gemma":[0.000226787,0.0001377024,0.0001619948,0.0002187569,0.000199808,0.0003201902,0.0002116703,0.0002608496,0.0001414849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697161,"about_ca_system_score_gemma":0.000246732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483456,"about_ca_topic_score_gemma":0.003277506,"domain_scores_codex":[0.9997901,0.00001314116,0.00001098521,0.00006890703,0.00005927735,0.00005766718],"domain_scores_gemma":[0.999842,0.00002018757,0.00004838231,0.000006449812,0.00005572202,0.00002710944],"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":[0.000103268,0.00002287518,0.00931476,0.00007074836,0.00000989511,0.0001366291,0.0001218413,0.0001073139,0.9848534,0.00003500868,0.00003516633,0.005189054],"study_design_scores_gemma":[0.00001371091,0.0007539411,0.1671842,0.00004879515,0.00005687733,0.0006488961,0.0008116548,0.001397135,0.824592,0.0001862014,0.004271056,0.00003560916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985671,0.0003379236,0.0003785309,0.000015721,0.000004935169,0.000009528405,0.0002356838,0.00001454795,0.0004360114],"genre_scores_gemma":[0.9981045,0.0003429225,0.0007024507,0.00001674414,0.000005897591,0.00001747249,0.0002955602,0.000006602727,0.0005078014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003483456,"threshold_uncertainty_score":0.006926358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837805939524513,"score_gpt":0.2498679737881052,"score_spread":0.2314899143928601,"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."}}