{"id":"W7117466338","doi":"10.3390/bioengineering13010031","title":"High-Rate Bioelectrochemical Anaerobic Digester for Biomethane Production from Food Waste","year":2025,"lang":"en","type":"article","venue":"Bioengineering","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Food waste; Leachate; Biogas; Methane; Anaerobic digestion; Anaerobic exercise; Bioreactor; Biodegradable waste","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291596,0.0002315503,0.0002086415,0.00028776,0.00005200537,0.00004792707,0.000126685,0.0001360943,0.00001008656],"category_scores_gemma":[0.00005974988,0.0002372977,0.00008092075,0.0004810607,0.00002637467,0.0001595644,0.00002289959,0.0001295827,0.00001014599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325275,"about_ca_system_score_gemma":0.00001352274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001333701,"about_ca_topic_score_gemma":0.000009601466,"domain_scores_codex":[0.9989609,0.000008965772,0.000253172,0.0003470886,0.0000664913,0.0003634085],"domain_scores_gemma":[0.9995692,0.00002945733,0.00002413837,0.0002586019,0.00005263804,0.00006595007],"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":[0.00002315034,0.0000228043,0.00002166673,0.00006148459,0.0001401177,4.633172e-7,0.00003318277,0.01327136,0.9763036,0.003642497,0.002041137,0.004438563],"study_design_scores_gemma":[0.0004066322,0.0000811897,0.0003435546,0.0000802218,0.00005054425,0.000001974678,0.00005125133,0.003397248,0.9765126,0.000338849,0.0184404,0.000295505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898025,0.0007006602,0.09599599,0.0005956348,0.003327204,0.000372704,0.00003204908,0.0009043792,0.00004631741],"genre_scores_gemma":[0.991926,0.00009777545,0.006738103,0.00003546899,0.0006304755,0.00008858522,0.0001622234,0.00004091856,0.0002804454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09390094,"threshold_uncertainty_score":0.9676718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008104708823178835,"score_gpt":0.2021395820147281,"score_spread":0.1940348731915493,"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."}}