{"id":"W2027353890","doi":"10.5539/jsd.v4n1p112","title":"Performance of Trickling Filter with Bio Fillings for the Treatment of Municipal Waste Water","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trickling filter; Bark (sound); Pulp and paper industry; Filter (signal processing); Environmental science; Fiber; Horticulture; Botany; Sewage treatment; Materials science; Biology; Environmental engineering; Composite material; Ecology; Engineering","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":[0.0003291862,0.0005340437,0.0006225309,0.0002532387,0.0003676754,0.0005896285,0.0003548991,0.0005675336,0.0004978924],"category_scores_gemma":[0.0004869071,0.0001877471,0.0005008123,0.0002544495,0.0001871341,0.0005154612,0.0003069236,0.0002871474,0.0002427246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976757,"about_ca_system_score_gemma":0.0003250913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003480051,"about_ca_topic_score_gemma":0.00495779,"domain_scores_codex":[0.9996935,0.00004994395,0.00002873828,0.00007264937,0.0001096754,0.00004551553],"domain_scores_gemma":[0.9997646,0.00007356189,0.00005026546,0.00002569489,0.00004864194,0.0000371849],"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":[0.0001958659,0.00004065818,0.0006712005,0.00008557214,0.000008753299,0.00002510261,0.00005703797,0.0002129148,0.9956893,0.00001607367,0.00001209566,0.002985439],"study_design_scores_gemma":[0.000005878019,0.0008318649,0.003161275,0.00000772556,0.00002673573,0.00007800843,0.0000625356,0.001172512,0.9941017,0.000008541683,0.0005324748,0.00001062486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985197,0.0002673959,0.0009369964,0.00001201672,0.0000059329,0.000007107832,0.00004122812,0.00002374154,0.0001858569],"genre_scores_gemma":[0.9953009,0.0003573974,0.003151651,0.00001465885,0.000003436855,0.00001089975,0.0001198484,0.00001391057,0.001027213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003480051,"threshold_uncertainty_score":0.006919563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166782474636098,"score_gpt":0.1974773674383877,"score_spread":0.1758095426920267,"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."}}