{"id":"W6902981421","doi":"10.1021/acs.est.2c00858.s001","title":"Influence\\nof Residual Nonaqueous-Phase Liquids (NAPLs)\\non the Transport and Retention of Perfluoroalkyl Substances","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perfluorooctanoic acid; Adsorption; Residual; Quartz; Aqueous solution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000227826,0.0002756928,0.0002237557,0.0001274918,0.0002475605,0.0006717626,0.0002625137,0.0002752754,0.0009696988],"category_scores_gemma":[0.0004779994,0.0001600079,0.0002882844,0.00009606659,0.0003124019,0.0003773803,0.0002738115,0.0002883169,0.0002451632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044351,"about_ca_system_score_gemma":0.001038264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03456661,"about_ca_topic_score_gemma":0.04853293,"domain_scores_codex":[0.9995981,0.00004009184,0.00002693061,0.00009042956,0.0001717171,0.00007276302],"domain_scores_gemma":[0.9997502,0.00008889247,0.00003533265,0.00002412471,0.00008596072,0.0000155469],"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":[0.0002722463,0.00007283143,0.005128062,0.0001362265,0.00002522442,0.0000607137,0.00004764401,0.001710953,0.9856501,0.0001981588,0.0001276465,0.006570235],"study_design_scores_gemma":[0.00000824633,0.000271256,0.006215744,0.000007170408,0.00002238582,0.00002551155,0.0001037665,0.005219379,0.9859582,0.00003739238,0.002118715,0.00001238672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99576,0.0003007425,0.00091439,0.00004228328,0.00001716249,0.0000220058,0.0003063625,0.00002991005,0.002607052],"genre_scores_gemma":[0.9938771,0.0005263243,0.001950988,0.00004181955,0.00000341851,0.0000244386,0.0004142821,0.00001413088,0.00314737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03456661,"threshold_uncertainty_score":0.06873083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301135197953029,"score_gpt":0.2738997998621533,"score_spread":0.250888447882623,"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."}}