{"id":"W4397010748","doi":"10.1177/0734242x241252906","title":"A short bibliographic review concerning biomethane production from wastewater sludge","year":2024,"lang":"en","type":"review","venue":"Waste Management & Research The Journal for a Sustainable Circular Economy","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Anaerobic digestion; Biogas; Sewage treatment; Activated sludge; Environmental science; Biogas production; Wastewater; Sewage sludge; Sewage sludge treatment; Waste management; Pulp and paper industry; Hydraulic retention time; Biotechnology; Environmental engineering; Engineering; Biology; Ecology; Methane","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009669961,0.0006258306,0.001214529,0.005641218,0.000738926,0.0009732142,0.001065878,0.0002119592,0.0001025666],"category_scores_gemma":[0.000110828,0.000423114,0.000936257,0.005676936,0.0001883027,0.0006869427,0.0004166067,0.001754773,0.0001734196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009742433,"about_ca_system_score_gemma":0.0001324327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001921943,"about_ca_topic_score_gemma":0.000001134607,"domain_scores_codex":[0.9956139,0.0006540632,0.001143706,0.0007131685,0.0005811616,0.001293953],"domain_scores_gemma":[0.9979456,0.000119293,0.0001739884,0.0009576553,0.0005678231,0.0002356426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001582235,0.00005151377,4.314003e-7,0.2349259,0.004138226,0.0003200589,0.00008499288,0.000475703,0.00000253552,0.00299621,0.3670827,0.3899059],"study_design_scores_gemma":[0.00011461,0.00006206414,1.221411e-7,0.02202503,0.002718856,0.0002128935,0.001798518,0.00006904515,0.000006547979,0.001741702,0.9708218,0.0004288036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001536327,0.988788,0.0004639636,0.0006121155,0.001194613,0.005821452,0.000016764,0.000179375,0.002908316],"genre_scores_gemma":[0.0001349849,0.9838772,0.00005860283,0.00003236418,0.001452008,0.001139816,0.0002204729,0.0001940954,0.01289041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6037391,"threshold_uncertainty_score":0.9998221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08361277412580245,"score_gpt":0.3581597798898906,"score_spread":0.2745470057640882,"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."}}