{"id":"W25791350","doi":"10.1016/j.bbamem.2015.03.010","title":"BIOGAS PRODUCTION USING ANAEROBIC BIODIGESTER FROM CASSAVA STARCH EFFLUENT WITH RUMINANT BACTERIA AS BIOCATALYST","year":2010,"lang":"en","type":"article","venue":"Biochimica et Biophysica Acta","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Biogas; Ruminant; Yeast; Effluent; Biofuel; Starch; Anaerobic digestion; Pulp and paper industry; Food science; Chemistry; Bioenergy; Fermentation; Biotechnology; Environmental science; Agronomy; Biology; Biochemistry; Environmental engineering; Methane; Ecology; Crop","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002843292,0.0006421424,0.0005940191,0.000370537,0.0002149324,0.0006248793,0.0001954603,0.000449745,0.0004732666],"category_scores_gemma":[0.0001790174,0.0001253454,0.0005120263,0.0006733615,0.0001512678,0.0005436326,0.0004781199,0.0004885612,0.0003500878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538271,"about_ca_system_score_gemma":0.0004333245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141154,"about_ca_topic_score_gemma":0.001759076,"domain_scores_codex":[0.9998547,0.00002298181,0.00001548589,0.0000317919,0.00003832375,0.00003666841],"domain_scores_gemma":[0.9999632,0.000006959824,0.000009679581,0.000003653414,0.000008109102,0.000008403561],"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":[0.000347488,0.0001102612,0.001156839,0.0003562514,0.00003202548,0.0005260811,0.00006183797,0.0007208431,0.9802444,0.00021496,0.0001153288,0.01611368],"study_design_scores_gemma":[0.00001928007,0.0004415674,0.002883191,0.00005977869,0.00005836024,0.0002327278,0.0001369591,0.001483637,0.9907589,0.0001804592,0.003733878,0.00001139001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859628,0.004967912,0.005324534,0.0002359573,0.00009552706,0.00005361526,0.0003439225,0.0000575615,0.002958121],"genre_scores_gemma":[0.9793945,0.006216759,0.01136202,0.00004527695,0.00001940682,0.00005103525,0.0005088346,0.00003188233,0.002370321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001141154,"threshold_uncertainty_score":0.002567232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043749485694451,"score_gpt":0.2262435528928335,"score_spread":0.215806058035889,"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."}}