{"id":"W7010437592","doi":"","title":"Investigation of Environmental Fate of Novel Perfluoroalkyl and Polyfluoroalkyl Substances in Soil and Biosolids","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Perfluorooctanoic acid; Biosolids; Biotransformation; Extraction (chemistry); Phosphoric acid; Biodegradation; Sewage sludge","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001965155,0.0003015349,0.0002542468,0.0002626672,0.000178325,0.0003886431,0.0001518408,0.000383001,0.000514338],"category_scores_gemma":[0.0001860841,0.000126087,0.0002844084,0.0003340804,0.0001408701,0.000365104,0.0001770393,0.0003494251,0.0001758651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070602,"about_ca_system_score_gemma":0.0003175409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201275,"about_ca_topic_score_gemma":0.001745304,"domain_scores_codex":[0.9997888,0.00002138393,0.00001220551,0.00005471899,0.00008717534,0.00003577805],"domain_scores_gemma":[0.9999019,0.0000169558,0.00003182335,0.000004367528,0.00003514855,0.000009755097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005810343,0.00002241106,0.001854168,0.0001400204,0.000009657509,0.00008241113,0.00005927716,0.0002433771,0.9919866,0.00004932166,0.00002879144,0.005465899],"study_design_scores_gemma":[0.000003220533,0.0004982576,0.009748422,0.00002205466,0.00002108967,0.0001263947,0.0001712595,0.0007798647,0.9861223,0.00005351762,0.002442748,0.00001092532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955912,0.001241907,0.001860145,0.00003500444,0.000008688316,0.0000301353,0.0003527238,0.00001485929,0.0008654259],"genre_scores_gemma":[0.9866622,0.002975181,0.005652859,0.00004521271,0.000009102304,0.00009370268,0.0005016258,0.00001555716,0.004044714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201275,"threshold_uncertainty_score":0.002388537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755538061019957,"score_gpt":0.2365582215074197,"score_spread":0.2190028408972201,"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."}}