{"id":"W2066176061","doi":"10.1002/ep.10041","title":"Anaerobic treatment of waste beer","year":2004,"lang":"en","type":"article","venue":"Environmental Progress","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Chemical oxygen demand; Sequencing batch reactor; Anaerobic exercise; Bioreactor; Chemistry; Pulp and paper industry; Methane; Anaerobic digestion; Environmental science; Waste management; Wastewater; Environmental engineering; Biology","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":[0.00001593023,0.00009787134,0.0000882427,0.0000299844,0.00002232111,0.000005067448,0.00003994246,0.00003526891,0.00008978503],"category_scores_gemma":[2.922231e-7,0.00008577892,0.00004321513,0.00003796563,0.00009142146,0.00006827912,0.000007670878,0.00002379269,0.00007311451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556011,"about_ca_system_score_gemma":0.000002325565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003335919,"about_ca_topic_score_gemma":0.000001139067,"domain_scores_codex":[0.9995741,0.000004195314,0.0001110961,0.0001069859,0.00008884683,0.0001148173],"domain_scores_gemma":[0.9998187,0.000001269473,0.00001847061,0.0001206702,0.000001041172,0.00003986579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001334316,0.004809245,0.04125928,0.00009567012,0.0007104485,0.00009276869,0.00426293,0.1908104,0.2585444,0.01282572,0.00083262,0.4856231],"study_design_scores_gemma":[0.002773909,0.001203375,0.03360184,0.00004459597,0.00007087435,0.00003568628,0.0006008224,0.0002124846,0.9083347,0.0002518083,0.05235541,0.0005145393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977609,0.001226709,0.0001200246,0.00007308849,0.0001876236,0.0001482631,0.000008595889,0.00008851354,0.0003862979],"genre_scores_gemma":[0.9984428,0.0002968288,0.000952599,0.000004776412,0.00006628063,0.0000154213,0.00002866319,0.00001505145,0.0001775234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6497902,"threshold_uncertainty_score":0.3497963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006029828143922791,"score_gpt":0.1864201849868776,"score_spread":0.1803903568429548,"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."}}