{"id":"W4390943511","doi":"10.55905/oelv22n1-027","title":"Anaerobic digestion of vinasse improves its use as a liquid fertilizer","year":2024,"lang":"en","type":"article","venue":"OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Vinasse; Effluent; Fertilizer; Organic matter; Pulp and paper industry; Anaerobic digestion; Chemistry; Environmental science; Waste management; Agronomy; Environmental engineering; Fermentation; Food science; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000181009,0.0001922694,0.0002245148,0.000122918,0.00004108484,0.0001051633,0.000135361,0.0001378947,0.0002739861],"category_scores_gemma":[0.00007344831,0.0001916866,0.000108501,0.0003116383,0.00009759456,0.0005195744,0.00003851688,0.0002208048,0.0001288869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553207,"about_ca_system_score_gemma":0.00008137569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003816022,"about_ca_topic_score_gemma":0.00001759371,"domain_scores_codex":[0.9990196,0.00005407866,0.000288642,0.0002829774,0.00008364868,0.0002710564],"domain_scores_gemma":[0.9994122,0.0001115649,0.00004786206,0.0002602373,0.00004323755,0.0001248693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001608788,0.0001201321,0.008386297,0.001487239,0.000376814,0.00005976993,0.001123324,0.002674649,0.9405609,0.004690877,0.007091664,0.03326747],"study_design_scores_gemma":[0.0005671647,0.0006611254,0.09688938,0.0002272625,0.0001253778,0.00007761724,0.0003803359,0.1034511,0.1863012,0.0003384241,0.6099193,0.001061605],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995062,0.0009331278,0.000160842,0.0004373623,0.0004367653,0.0001541024,0.00001546789,0.0004401928,0.002360171],"genre_scores_gemma":[0.9973755,0.0005292664,0.001076449,0.0001914071,0.00009769146,0.00001771514,0.00001616721,0.00004688385,0.0006488431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7542596,"threshold_uncertainty_score":0.7816752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445913476059518,"score_gpt":0.2281553151877381,"score_spread":0.2136961804271429,"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."}}