{"id":"W4309550201","doi":"10.1111/sum.12861","title":"Greenhouse gas emissions from decomposition of biosolids as affected by stabilization method and soil moisture","year":2022,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University; Ste. Anne's Hospital","funders":"","keywords":"Biosolids; Loam; Mineralization (soil science); Soil water; Environmental science; Environmental chemistry; Water content; Nitrogen; Moisture; Sewage sludge; Agronomy; Chemistry; Soil science; Sewage; Environmental engineering","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":[0.0001160789,0.0001033969,0.0001061019,0.00003718317,0.0002002149,0.00002949093,0.00008072257,0.00002757799,0.0000844163],"category_scores_gemma":[0.000004490053,0.0000959526,0.00002338856,0.0001563516,0.00004770002,0.0001375016,0.0004560766,0.00006117037,0.000002771505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005418892,"about_ca_system_score_gemma":0.000001795545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560738,"about_ca_topic_score_gemma":0.0001124764,"domain_scores_codex":[0.9991539,0.00009874083,0.0001337596,0.0002731472,0.0002144674,0.0001260357],"domain_scores_gemma":[0.9996769,0.00002929533,0.00006177957,0.0001606458,0.000003914454,0.0000674547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000451976,0.002252803,0.7964391,0.0002625828,0.0003883861,0.00007118341,0.006967188,0.02307672,0.04621467,0.001666496,0.03266381,0.08954507],"study_design_scores_gemma":[0.009340243,0.002140289,0.6633726,0.0001881403,0.001231583,0.00003676626,0.00525291,0.1111239,0.02902689,0.0961487,0.07993244,0.002205512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952369,0.00006643441,0.003610954,0.0002501316,0.00005694817,0.0002148673,0.00006498399,0.00003634165,0.0004624229],"genre_scores_gemma":[0.9973689,0.000603439,0.001262786,0.0002239198,0.000006888952,0.00003709148,0.0002003746,0.00001262035,0.0002840352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330665,"threshold_uncertainty_score":0.3912833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006541068457161886,"score_gpt":0.2306323080681895,"score_spread":0.2240912396110276,"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."}}