{"id":"W4313400098","doi":"10.1016/j.biombioe.2022.106694","title":"The role of protein contents in promoting wastewater phosphorus and bioenergy recovery during anaerobic digestion","year":2022,"lang":"en","type":"article","venue":"Biomass and Bioenergy","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Methanogen; Anaerobic digestion; Methanosaeta; Wastewater; Phosphorus; Chemistry; Bioenergy; Food science; Pulp and paper industry; Phosphate; Activated sludge; Methane; Biology; Biochemistry; Biotechnology; Environmental engineering; Environmental science; Biofuel","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":[0.0001535362,0.0001288761,0.000129475,0.0001113469,0.0002063673,0.00003748853,0.00007530835,0.00004612804,0.000005558674],"category_scores_gemma":[0.00001035359,0.00009845765,0.00002791567,0.0002139326,0.00006555469,0.00009463934,0.00009849214,0.00007978194,3.111651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005851339,"about_ca_system_score_gemma":0.000007139792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699368,"about_ca_topic_score_gemma":0.00009968678,"domain_scores_codex":[0.9991667,0.00004669735,0.0002429304,0.0002060836,0.0001228596,0.0002147155],"domain_scores_gemma":[0.9997519,0.000008859344,0.00006097174,0.0001160549,0.00001895122,0.00004329212],"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":[0.00009167907,0.00004491403,0.003042992,0.00002711283,0.00003320959,0.000004933628,0.0001330983,0.0005478038,0.9636313,0.003231698,0.00001147237,0.02919977],"study_design_scores_gemma":[0.0006306649,0.0002463592,0.01409752,0.0000613157,0.000009720417,0.000033578,0.0008076821,0.001224484,0.9560747,0.0003028652,0.02625715,0.000253926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955575,0.003783744,0.000002429197,0.0001718433,0.0001810438,0.0001453037,0.000008433481,0.00005586978,0.00009380937],"genre_scores_gemma":[0.9990015,0.0005838013,0.00005250039,0.000003955056,0.00003534414,0.00006166783,0.00001505284,0.00001628282,0.0002299076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894584,"threshold_uncertainty_score":0.4014986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004376785580908815,"score_gpt":0.1637493817067673,"score_spread":0.1593725961258585,"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."}}