{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007050829,0.0000605279,0.00005145669,0.000009489426,0.00004351462,0.00001599151,0.0001104543,0.00002879395,0.9992546],"category_scores_gemma":[0.000004413896,0.00005299887,0.00002179725,0.0001145253,0.00002213611,0.00005893596,0.00003394408,0.00002965702,0.9965877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830335,"about_ca_system_score_gemma":0.000002268921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007229648,"about_ca_topic_score_gemma":9.072935e-7,"domain_scores_codex":[0.9995186,0.00001212066,0.0000753035,0.0001417729,0.0001094876,0.0001426994],"domain_scores_gemma":[0.9997867,0.000006306653,0.00001116671,0.000115481,0.000001873769,0.00007844882],"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":[0.00001563568,0.00002451526,0.000003539242,9.876813e-7,0.000001187645,0.000001232177,0.00001258792,0.0002808596,0.01093726,8.98227e-8,0.1043791,0.884343],"study_design_scores_gemma":[0.00006411189,0.00004668587,0.000420546,0.000001598668,0.000002835728,9.484261e-7,1.608424e-7,0.0001440596,0.0004721456,0.000001192122,0.9987634,0.00008229222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01818905,0.00000579163,3.747792e-7,0.0001671615,0.000001982629,0.00009306451,0.000004486128,0.00003406058,0.981504],"genre_scores_gemma":[0.002253771,5.561515e-7,0.0001446833,0.0001259119,0.00005295254,0.000002604368,0.000009745993,0.000006431696,0.9974033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8943843,"threshold_uncertainty_score":0.2161231,"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."}}