{"id":"W3019570704","doi":"10.1002/wer.1347","title":"A high‐rate anaerobic biofilm reactor for biomethane recovery from source‐separated blackwater at ambient temperature","year":2020,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blackwater; Biogas; Hydraulic retention time; Methanosarcina; Chemical oxygen demand; Pulp and paper industry; Chemistry; Wastewater; Bioreactor; Methane; Biofilm; Anaerobic digestion; Sewage treatment; Environmental chemistry; Waste management; Environmental science; Environmental engineering; Bacteria; Biology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201278,0.000517415,0.0003123528,0.0002055602,0.0002375012,0.0002744835,0.000302143,0.0003707848,0.0002808288],"category_scores_gemma":[0.00009544822,0.000167167,0.0004894935,0.0001897758,0.00008793404,0.0003240458,0.000304882,0.0004489043,0.0001599295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942646,"about_ca_system_score_gemma":0.0003906333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609143,"about_ca_topic_score_gemma":0.002099401,"domain_scores_codex":[0.9998692,0.00001542422,0.00001077575,0.00002900796,0.00005128452,0.00002430266],"domain_scores_gemma":[0.9999566,0.000005648808,0.00001014334,0.000003244333,0.00001193266,0.0000124153],"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":[0.0000238195,0.00002064475,0.0001585403,0.00002315236,0.000003520977,0.00002288601,0.000007233932,0.00009583773,0.9981053,0.00001230172,0.00001066329,0.001516106],"study_design_scores_gemma":[0.0000205902,0.0003335451,0.004318773,0.000007309357,0.00003609297,0.0001399789,0.00003952547,0.003960816,0.990227,0.00002700402,0.0008751285,0.0000143347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927905,0.0005384196,0.00612657,0.00004771598,0.00002006566,0.00001958958,0.00008692979,0.00005039082,0.0003197369],"genre_scores_gemma":[0.9860291,0.0007889319,0.01145067,0.00002710245,0.000009049738,0.00003313105,0.0002202753,0.00001720258,0.00142454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001609143,"threshold_uncertainty_score":0.003199577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224683270279426,"score_gpt":0.2443922667059439,"score_spread":0.2121454340031497,"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."}}