{"id":"W2171517859","doi":"10.1002/aic.10584","title":"Pilot‐scale anaerobic thermophilic digester treating municipal sludge","year":2005,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesophile; Anaerobic digestion; Anaerobic exercise; Thermophile; Pulp and paper industry; Methane; Waste management; Environmental science; Chemistry; Medicine; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004083881,0.000397824,0.0008201423,0.0002317509,0.000321492,0.0005944406,0.0004014724,0.0004211835,0.0006517743],"category_scores_gemma":[0.0002012886,0.0001938846,0.0004446234,0.0003492313,0.0002246698,0.0003025733,0.0003350842,0.0004833339,0.0002865018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516306,"about_ca_system_score_gemma":0.0004854313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093211,"about_ca_topic_score_gemma":0.003833084,"domain_scores_codex":[0.9997237,0.00005929626,0.000028405,0.00005854382,0.00009004469,0.00003994429],"domain_scores_gemma":[0.9999075,0.00002302629,0.00001786029,0.00001159903,0.00001728162,0.00002269712],"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":[0.0002328931,0.0001756754,0.0004929107,0.00007668538,0.00001483814,0.00005737355,0.0000264041,0.0005249703,0.9964084,0.00002512759,0.00002874155,0.001935907],"study_design_scores_gemma":[0.0001016054,0.002059928,0.01021059,0.00001736485,0.00007523728,0.0001564075,0.00008644962,0.005074815,0.9808536,0.00003686656,0.001306766,0.00002043364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976569,0.0001435501,0.001640897,0.00002131793,0.00001331864,0.00005081163,0.0001323396,0.00005213674,0.0002885973],"genre_scores_gemma":[0.9934559,0.0002978916,0.004996598,0.00002307723,0.00001145474,0.00005831615,0.0002521672,0.00001825948,0.0008861595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003093211,"threshold_uncertainty_score":0.006150424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493109951383282,"score_gpt":0.2260454396305447,"score_spread":0.2111143401167119,"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."}}