{"id":"W4387809406","doi":"10.3390/soilsystems7040091","title":"Comparison between Chemical and Biological Degradation Processes for Perfluorooctanoic Acid","year":2023,"lang":"en","type":"article","venue":"Soil Systems","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Perfluorooctanoic acid; Degradation (telecommunications); Biodegradation; Chemistry; Environmental chemistry; Contamination; Carboxylic acid; Chemical structure; Water treatment; Organic chemistry; Environmental engineering; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003334338,0.0001068434,0.0002024115,0.00002782086,0.0001391078,0.00006124255,0.0001738714,0.0001039395,0.0000355953],"category_scores_gemma":[0.0001134957,0.00008183596,0.00002649283,0.0003368381,0.0001467531,0.0001122191,0.00008971708,0.00008118158,0.0001315646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005164917,"about_ca_system_score_gemma":0.0000131293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089661,"about_ca_topic_score_gemma":0.00004690063,"domain_scores_codex":[0.9989068,0.00004790125,0.000201262,0.0002942655,0.0002192387,0.0003305358],"domain_scores_gemma":[0.9995413,0.0001704305,0.00004669761,0.0001154904,0.00001347658,0.0001126169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001869456,0.00001764209,0.9254348,0.0001178403,0.000009100518,7.093403e-7,0.0002561712,0.00003315476,0.04274784,0.00001859352,0.004039006,0.02730651],"study_design_scores_gemma":[0.001809831,0.0006531714,0.6777159,0.0001741174,0.00004370498,0.00001937701,0.002208017,0.01874593,0.1020915,0.0007993442,0.1946317,0.001107359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995995,0.002266284,0.000195152,0.0001595895,0.00007721454,0.0003511337,0.00005469092,0.0001058038,0.0007950877],"genre_scores_gemma":[0.9987791,0.0001165792,0.00005726952,0.000007511394,0.0001364163,0.000157139,0.0001120795,0.000009710947,0.0006241672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2477188,"threshold_uncertainty_score":0.3337174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291931654164148,"score_gpt":0.3419766798148804,"score_spread":0.249057363273239,"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."}}