{"id":"W2118991194","doi":"10.51847/rrkxhth","title":"10.51847/RRKxhTh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Clostridium acetobutylicum; Renewable energy; Anode; Bacteria; Waste management; Clostridium; Cellulosic ethanol; Electricity generation; Environmental science; Pulp and paper industry; Chemistry; Engineering; Biology; Electrode; Ecology; Cellulose; Biochemistry","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":[0.0003966232,0.001269763,0.0007045121,0.001554621,0.0009232453,0.002182875,0.001217467,0.002623408,0.9702783],"category_scores_gemma":[0.0007572587,0.000352366,0.000585855,0.001174427,0.0006246348,0.001671187,0.001652606,0.001178851,0.9715635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581435,"about_ca_system_score_gemma":0.0004848278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866155,"about_ca_topic_score_gemma":0.001498679,"domain_scores_codex":[0.9996623,0.00002570534,0.00002453808,0.0001121682,0.0001103747,0.0000649803],"domain_scores_gemma":[0.9994102,0.0001141282,0.0000340861,0.0001067744,0.0001664496,0.0001684154],"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":[0.0002783853,0.0003093702,0.0008932666,0.0003872963,0.00002300569,0.0003821455,0.00009825103,0.0004818757,0.006571615,0.007549776,0.2564789,0.726546],"study_design_scores_gemma":[0.00005272501,0.00007072349,0.0009411224,0.0001749447,0.00001419318,0.0005660669,0.00007444152,0.0003387553,0.001527021,0.001070486,0.9951513,0.00001816121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001550918,0.000783056,0.001825672,0.0007616159,0.0006520102,0.00008314104,0.001349541,0.001939503,0.9910546],"genre_scores_gemma":[0.003451121,0.000293512,0.0008796962,0.0003512644,0.00008267225,0.00003347043,0.0008779789,0.0002121615,0.9938181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02972168,"threshold_uncertainty_score":0.04239434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003409193329609458,"score_gpt":0.1507333733145661,"score_spread":0.1473241799849566,"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."}}