{"id":"W1994915225","doi":"10.1016/j.wasman.2007.09.016","title":"Modeling of substrate degradation and oxygen consumption in waste composting processes","year":2007,"lang":"en","type":"article","venue":"Waste Management","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Biomass (ecology); Oxygen; Substrate (aquarium); Chemistry; Inert; Degradation (telecommunications); Moisture; Pulp and paper industry; Environmental chemistry; Chemical oxygen demand; Biodegradation; Reaction rate constant; Environmental engineering; Water content; Waste management; Environmental science; Kinetics; Wastewater; Ecology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684835,0.000928265,0.0009779003,0.0004371775,0.0005272658,0.001174237,0.001089219,0.001675958,0.001090772],"category_scores_gemma":[0.001258428,0.0006122035,0.0009346147,0.0005495402,0.0005291752,0.00100741,0.0004176819,0.0004845915,0.0001355303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653918,"about_ca_system_score_gemma":0.001082136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03817784,"about_ca_topic_score_gemma":0.01349633,"domain_scores_codex":[0.9998536,0.00003184151,0.000008284551,0.00003365502,0.00003132568,0.00004123593],"domain_scores_gemma":[0.9994206,0.0004074671,0.00005584181,0.0000167851,0.00006468313,0.00003455795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000616896,0.00003822895,0.0007565443,0.00002055972,0.000008753503,0.00002798077,0.00001260088,0.9960145,0.001634135,0.00034873,0.00003058062,0.001045644],"study_design_scores_gemma":[0.000005173372,0.00001378719,0.0001657769,8.226792e-7,0.000003735096,0.000003075945,0.000005302367,0.9990552,0.000624107,0.00009027509,0.00003054382,0.000002129178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559016,0.0004317949,0.03704311,0.0001942933,0.0000323374,0.00006058453,0.0002362753,0.0001204484,0.005979525],"genre_scores_gemma":[0.9953129,0.0001920983,0.002360448,0.00001522233,0.000006329118,0.00004141222,0.00009359054,0.00002024221,0.001957742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03817784,"threshold_uncertainty_score":0.07591128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306142468201605,"score_gpt":0.2541132666650049,"score_spread":0.2110518419829888,"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."}}