{"id":"W1909047328","doi":"10.51847/fs8yocb","title":"10.51847/FS8YOCb","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Connection (principal bundle); Electron acceptor; Internal resistance; Acceptor; Chemistry; Electron; Materials science; Photochemistry; Physics; Engineering; Electrode; Power (physics); Physical chemistry; Mechanical engineering; Quantum mechanics","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":[0.00007050484,0.0000610997,0.00005185838,0.000009635014,0.00004410812,0.00001619864,0.0001124114,0.00003005208,0.9992852],"category_scores_gemma":[0.000004701885,0.00005390859,0.00002226899,0.0001155829,0.00002303617,0.0000598665,0.00003479836,0.00003021377,0.9968948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000384196,"about_ca_system_score_gemma":0.00000216231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007114984,"about_ca_topic_score_gemma":9.589658e-7,"domain_scores_codex":[0.9995133,0.0000121297,0.0000772192,0.0001430774,0.0001101175,0.0001441573],"domain_scores_gemma":[0.9997841,0.000006644765,0.00001118297,0.0001172756,0.000001924811,0.0000789196],"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":[0.00001540199,0.00002363656,0.000003904207,9.646009e-7,0.000001168796,0.00000127922,0.00001188334,0.0001623232,0.01278465,8.776423e-8,0.1117919,0.8752028],"study_design_scores_gemma":[0.00006478833,0.0000453384,0.000482178,0.000001600732,0.000002870062,0.000001359108,1.573236e-7,0.0001020758,0.0005255175,0.000001398292,0.9986894,0.00008334998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01750416,0.000006080852,3.746226e-7,0.0001861334,0.000002095423,0.00009392922,0.000004497263,0.00003493291,0.9821678],"genre_scores_gemma":[0.002048426,5.535787e-7,0.0001404872,0.0001335781,0.00005503102,0.000002750024,0.000009782249,0.000006509941,0.9976029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8868975,"threshold_uncertainty_score":0.2198328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003390726010463354,"score_gpt":0.1504969497847741,"score_spread":0.1471062237743107,"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."}}