{"id":"W4405008225","doi":"10.21203/rs.3.rs-5405634/v1","title":"The Impact of Aerobic and Anaerobic Processes on Gas Emissions During Co-Composting of Specified Risk Materials and Cattle Manure","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Manure; Environmental science; Anaerobic exercise; Waste management; Greenhouse gas; Biogas; Compost; Environmental engineering; Agronomy; Engineering; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.001191366,0.0002411616,0.0003938437,0.00007919681,0.0005783742,0.0002323279,0.0003987523,0.0001891391,0.00003102192],"category_scores_gemma":[0.0008622541,0.00008391331,0.00009479328,0.0003360948,0.0003227371,0.00002332498,0.001194904,0.0006964039,0.00000200562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806264,"about_ca_system_score_gemma":0.0000699322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728025,"about_ca_topic_score_gemma":0.0001235971,"domain_scores_codex":[0.9979015,0.0004150474,0.0004043634,0.0004905656,0.0004085225,0.0003800238],"domain_scores_gemma":[0.997003,0.002153547,0.0002498419,0.0001857554,0.0002908883,0.0001169924],"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":[0.0003088329,0.00009768323,0.01024736,0.001953339,0.00006843115,0.000008859814,0.0003837757,0.00002829708,0.9797345,0.00005913973,0.0005875064,0.006522287],"study_design_scores_gemma":[0.0001706506,0.001534177,0.4848668,0.00934427,0.00003540913,0.0000327769,0.0007598273,0.00006820248,0.4948018,0.007900089,0.00009132805,0.0003946778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966228,0.001616979,8.863937e-8,0.0002702008,0.00003725104,0.000588853,0.0005034529,0.0001012834,0.0002590843],"genre_scores_gemma":[0.9972572,0.002339594,0.00007027115,7.126651e-7,0.0001533792,0.00003056584,0.00006824292,0.00000490894,0.00007516163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849327,"threshold_uncertainty_score":0.4448445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844950209829874,"score_gpt":0.3801979225637905,"score_spread":0.3217484204654918,"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."}}