{"id":"W4415813915","doi":"10.3390/microorganisms13112500","title":"The Exploitation of Single-Chambered Microbial Fuel Cells for PET Removal in Water","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Degradation (telecommunications); Microbial fuel cell; Polyethylene terephthalate; Activated sludge; Electricity; Reduction (mathematics); Environmentally friendly; Anode; Particle size","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302293,0.0004231385,0.0004027547,0.0001848131,0.000186057,0.0005403483,0.0003379524,0.0004327187,0.0003235111],"category_scores_gemma":[0.0001825573,0.0001105348,0.0002955877,0.0001382806,0.0002004476,0.0006431233,0.000272349,0.0002936824,0.0001546636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999654,"about_ca_system_score_gemma":0.0001972557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005693416,"about_ca_topic_score_gemma":0.00105274,"domain_scores_codex":[0.9998449,0.00002544674,0.000008318584,0.00004342131,0.00004923044,0.0000286557],"domain_scores_gemma":[0.9999311,0.00001960508,0.00001051488,0.000005708374,0.0000235968,0.000009487849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004585912,0.00004367936,0.0004257565,0.0001159438,0.00001279101,0.00006503689,0.00002218825,0.0006314197,0.9892819,0.00009639544,0.00001980648,0.009239289],"study_design_scores_gemma":[0.0000029088,0.0001897533,0.000700577,0.000004414796,0.00001289484,0.00008105472,0.00003820879,0.003031559,0.9949359,0.00003358483,0.0009626832,0.000006368471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852042,0.002727457,0.01098439,0.00009462676,0.00003728509,0.00003139258,0.00007180196,0.00003634889,0.0008125352],"genre_scores_gemma":[0.9901624,0.001485745,0.007437486,0.00001688967,0.000009831216,0.00001212038,0.00005495988,0.000006743474,0.0008138831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005693416,"threshold_uncertainty_score":0.001450837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007283813225591539,"score_gpt":0.1977506871794558,"score_spread":0.1904668739538643,"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."}}