{"id":"W4404938248","doi":"10.1029/2024jg008355","title":"Organic Matter Composition as a Driver of Soil Bacterial Responses to Pig Carcass Decomposition in a Canadian Continental Climate","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Institut national de la recherche scientifique; Chaminade University of Honolulu; Université du Québec à Trois-Rivières","keywords":"Topsoil; Dissolved organic carbon; Organic matter; Environmental science; Soil organic matter; Environmental chemistry; Ecosystem; Cycling; Nutrient cycle; Soil water; Soil carbon; Carbon cycle; Temperate climate; Ecology; Chemistry; Soil science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002020901,0.0002579053,0.000230534,0.0006664513,0.001249226,0.0008407235,0.0003947346,0.0002341713,0.001154642],"category_scores_gemma":[0.0003729679,0.000174706,0.0002143528,0.001028595,0.0004255983,0.0001748298,0.0003257754,0.0002507276,0.0001026438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0112128,"about_ca_system_score_gemma":0.006396425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827384,"about_ca_topic_score_gemma":0.9936226,"domain_scores_codex":[0.9998258,0.00001055267,0.000004848755,0.00005544451,0.00003696939,0.00006636903],"domain_scores_gemma":[0.9995741,0.00002417599,0.00006127604,0.00001469005,0.0002295697,0.00009611736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749013,0.00002666963,0.9700981,0.00003102737,0.0000598531,0.00009522167,0.000642293,0.0004582508,0.02274151,0.0001100821,0.0004677232,0.005094378],"study_design_scores_gemma":[8.952941e-7,0.000004778384,0.9991093,0.000002056161,0.000004755427,0.000008281748,0.0002609589,0.0001886107,0.0001817663,0.000004201223,0.0002313498,0.000003039476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978257,0.0001551823,0.0001166537,0.00005735666,0.00000251285,0.000005770971,0.001017549,0.000006958464,0.0008122908],"genre_scores_gemma":[0.9989058,0.00007069823,0.0001289822,0.00001968452,9.897294e-7,0.000003067652,0.0004762418,0.000003515822,0.0003910398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726156,"threshold_uncertainty_score":0.08135492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371226040108169,"score_gpt":0.3251266605555956,"score_spread":0.3014144001545139,"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."}}