{"id":"W6999741669","doi":"","title":"Design of a peat-based biofilter for the treatment of PAH-contaminated groundwater (7th In Situ and on-Site Bioremediation)","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilter; Groundwater; Groundwater pollution; In situ; Water pollution; Water treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001681237,0.0002750836,0.00033419,0.0001986011,0.0004298431,0.0004808123,0.0005395284,0.0004777778,0.0005697916],"category_scores_gemma":[0.0001362205,0.0002452079,0.0003334043,0.00009287223,0.0001380179,0.000236668,0.0002886384,0.0002311115,0.0002979315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289124,"about_ca_system_score_gemma":0.0008730557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666362,"about_ca_topic_score_gemma":0.006281592,"domain_scores_codex":[0.9998971,0.000007503841,0.00000951578,0.00002664598,0.00003433647,0.00002489553],"domain_scores_gemma":[0.9998906,0.00000867797,0.00001770979,0.000008940962,0.000041745,0.00003232517],"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":[0.000183888,0.0002054881,0.001599305,0.00007290491,0.00001227865,0.00006483209,0.00002012458,0.001860376,0.9862325,0.0001229933,0.0001857636,0.009439566],"study_design_scores_gemma":[0.00006890015,0.001149053,0.008660076,0.000007259696,0.00003976918,0.0001943151,0.0000492611,0.03047836,0.9573435,0.00006890771,0.001917513,0.0000230718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561353,0.0001464359,0.04144152,0.00009033842,0.00005700883,0.0002736132,0.0003321353,0.0003889231,0.001134763],"genre_scores_gemma":[0.9470993,0.0001609255,0.0496905,0.0000320432,0.00000728447,0.0001585282,0.0002950848,0.00002407051,0.002532287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666362,"threshold_uncertainty_score":0.005301654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893720757793906,"score_gpt":0.2089881927492377,"score_spread":0.1900509851712986,"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."}}