{"id":"W2299427637","doi":"10.51847/6fyibdd","title":"10.51847/6FyIbdD","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Wastewater; Sewage treatment; Environmental science; Chemical energy; Chemistry; Waste management; Pulp and paper industry; Environmental engineering; Engineering; Anode; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005294265,0.001618766,0.0007505135,0.002450967,0.001397196,0.002538406,0.001191081,0.002949671,0.9598863],"category_scores_gemma":[0.0008091551,0.0003933455,0.0007148416,0.001748442,0.0007119003,0.00163126,0.002327743,0.001274979,0.9651386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120638,"about_ca_system_score_gemma":0.0005898713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601136,"about_ca_topic_score_gemma":0.002260444,"domain_scores_codex":[0.9995933,0.00002485668,0.00002386833,0.0001276365,0.0001371721,0.00009325171],"domain_scores_gemma":[0.9993466,0.00008331684,0.00003392228,0.0001172296,0.0002288406,0.0001901301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002848555,0.0002874852,0.001158728,0.0003087336,0.00002047991,0.0003637532,0.0000907844,0.0004330648,0.009197994,0.006577737,0.2034776,0.7777988],"study_design_scores_gemma":[0.00003630823,0.00005715089,0.0007974237,0.0000983388,0.000007650724,0.0003501481,0.00004394952,0.0003108738,0.001398089,0.0007534604,0.9961337,0.00001300137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001591633,0.0005400524,0.002175247,0.0005769666,0.0006863349,0.00009149612,0.001270972,0.001825818,0.9912415],"genre_scores_gemma":[0.003032486,0.0001930011,0.001110855,0.0002494489,0.00006645299,0.00004030854,0.00135506,0.0002221891,0.9937302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04011369,"threshold_uncertainty_score":0.05721724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003488436885813611,"score_gpt":0.151339667475491,"score_spread":0.1478512305896774,"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."}}