{"id":"W2000093736","doi":"10.1016/j.ijhydene.2009.11.072","title":"Biohydrogen production from specified risk materials co-digested with cattle manure","year":2009,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Agriculture and Agri-Food Canada","funders":"Natural Resources Canada","keywords":"Biohydrogen; Manure; Chemistry; Hydrogen production; Ammonia; Slurry; Animal science; Anaerobic digestion; Hydrogen; Pulp and paper industry; Agronomy; Methane; Biochemistry; Biology; Environmental science; Environmental engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000140223,0.0001592926,0.0001887164,0.0002199314,0.0000364308,0.00006186146,0.000258389,0.00007282827,0.0002132308],"category_scores_gemma":[0.00002115973,0.0001285631,0.00006771716,0.0001074095,0.0000325094,0.0003048008,0.000007848009,0.0001170543,0.00002426039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291237,"about_ca_system_score_gemma":0.00002738211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007443992,"about_ca_topic_score_gemma":0.000024267,"domain_scores_codex":[0.99885,0.00003800504,0.0003995328,0.0001543841,0.0004212952,0.0001368112],"domain_scores_gemma":[0.9992848,0.00001067906,0.0002559816,0.0001361651,0.0002343566,0.00007798887],"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":[0.0008748647,0.0003063393,0.0008756166,0.000003246106,0.001351025,0.0002019655,0.0003106158,0.1098174,0.843089,0.003950437,0.01168952,0.02752994],"study_design_scores_gemma":[0.000525594,0.0001436811,0.003465108,0.00005472728,0.00005245211,0.0003698662,0.00004136045,0.00007212346,0.9493657,0.0008766787,0.04485159,0.0001811108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99518,0.0003427012,0.001207052,0.000727679,0.001559677,0.00004134736,0.00004057328,0.00008559616,0.00081536],"genre_scores_gemma":[0.9965631,0.00063073,0.0005601197,0.00007666054,0.001833855,0.000001448789,0.00009649694,0.00002058245,0.0002169659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097453,"threshold_uncertainty_score":0.5242652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007257735388156157,"score_gpt":0.2127058308744197,"score_spread":0.2054480954862635,"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."}}