{"id":"W1537558228","doi":"10.51847/1ux46is","title":"10.51847/1ux46IS","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Wastewater; Dispose pattern; Renewable energy; Waste management; Environmental science; Pulp and paper industry; Sewage treatment; Electricity generation; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008190626,0.002242903,0.001049361,0.003641576,0.001571842,0.003590409,0.001781685,0.003189349,0.9797008],"category_scores_gemma":[0.0009036947,0.0006680472,0.00104893,0.002450075,0.001018644,0.001921177,0.002955742,0.001549049,0.9782726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155912,"about_ca_system_score_gemma":0.0006308639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552614,"about_ca_topic_score_gemma":0.001990308,"domain_scores_codex":[0.9993395,0.00004262876,0.0000474546,0.0001842113,0.0002471224,0.0001391386],"domain_scores_gemma":[0.9989401,0.0001597821,0.00006552957,0.0001784383,0.000350426,0.0003058013],"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":[0.000334538,0.0003944034,0.001486176,0.0004997656,0.00003253744,0.0003083436,0.0001203005,0.000465924,0.008796625,0.0058393,0.1936348,0.7880873],"study_design_scores_gemma":[0.00004509463,0.00009055041,0.001228658,0.0001976511,0.00001358123,0.0003506473,0.0000723125,0.0003663059,0.001869763,0.0007752238,0.9949697,0.00002046409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001588551,0.0006216311,0.001804345,0.0004869865,0.0006886334,0.000128028,0.001430113,0.002304126,0.9909478],"genre_scores_gemma":[0.001891299,0.0001646413,0.000669914,0.000150736,0.00006029868,0.00004233399,0.001001871,0.0002333176,0.9957855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0202992,"threshold_uncertainty_score":0.02895427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003355201784516987,"score_gpt":0.1499207571550049,"score_spread":0.1465655553704879,"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."}}