{"id":"W4404327362","doi":"10.1002/wer.11149","title":"Fate of biosolids‐bound PFAS through pyrolysis coupled with thermal oxidation for air emissions control","year":2024,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Brown and Caldwell","keywords":"Biosolids; Pyrolysis; Char; Environmental chemistry; Flue gas; Waste management; Environmental science; Chemistry; Environmental engineering; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001218814,0.0002123793,0.0002470159,0.0001087991,0.0003558824,0.00008866478,0.0004517548,0.00011402,0.006965745],"category_scores_gemma":[0.00001512251,0.0001273532,0.0001132992,0.0002659135,0.0009062283,0.0004036045,0.0002340857,0.000344739,0.0007876466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313706,"about_ca_system_score_gemma":0.00002928166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004466187,"about_ca_topic_score_gemma":0.00004598595,"domain_scores_codex":[0.996515,0.0002043615,0.0003051639,0.0006220872,0.00141318,0.0009402148],"domain_scores_gemma":[0.9990332,0.000239778,0.00002813787,0.0005028456,0.00001597522,0.0001801397],"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":[0.0003593676,0.000168033,0.005774229,0.00007102807,0.000102736,0.00001909175,0.001615555,0.005384481,0.9777824,0.00008019662,0.0008692798,0.007773647],"study_design_scores_gemma":[0.001749112,0.0009236465,0.01079103,0.00008407754,0.00006292824,0.000006872895,0.0003392387,0.02908716,0.834585,0.0008914255,0.1210432,0.000436301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875512,0.001013055,0.005511777,0.002177355,0.00004044996,0.001041501,0.00005424806,0.00003876239,0.002571712],"genre_scores_gemma":[0.9921496,0.0003564539,0.0006990132,0.00004621932,0.00007321579,0.0003684768,0.00007177728,0.00004339972,0.006191824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431974,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560822669041134,"score_gpt":0.3184070250282021,"score_spread":0.2827987983377908,"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."}}