{"id":"W4392712034","doi":"10.5376/mpb.2024.15.0005","title":"Effects of Biodegradable Mulch on Soil Microorganisms","year":2024,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Microorganism; Mulch; Biology; Biotechnology; Agronomy; Soil fungi; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024704,0.0008466452,0.000870144,0.0006674093,0.0006832913,0.0006578517,0.001084747,0.001253186,0.03024643],"category_scores_gemma":[0.003610854,0.0001811146,0.0005809214,0.0003912713,0.0003431734,0.0005287482,0.000576117,0.001239163,0.009746596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721273,"about_ca_system_score_gemma":0.001064013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003896951,"about_ca_topic_score_gemma":0.003415923,"domain_scores_codex":[0.9992736,0.0000899271,0.0001342925,0.00008629849,0.0003695746,0.00004641937],"domain_scores_gemma":[0.9961879,0.0006740913,0.0003775049,0.000134554,0.002488445,0.0001375669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006186075,0.0001066372,0.00148196,0.002663724,0.00003883954,0.0009228738,0.0001682603,0.0001829692,0.02893051,0.001013546,0.9211282,0.04274403],"study_design_scores_gemma":[0.00008193329,0.0007521278,0.02049505,0.0004602961,0.0001178385,0.0007901913,0.0003481635,0.0006220659,0.03994075,0.0007589224,0.935564,0.00006854713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.06518718,0.02938018,0.005903,0.1651328,0.6161504,0.001026457,0.02203247,0.001676732,0.09351071],"genre_scores_gemma":[0.198539,0.02183362,0.007175499,0.04419289,0.1029372,0.0007830605,0.0175835,0.0006411657,0.606314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03024643,"threshold_uncertainty_score":0.1011844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220036277062385,"score_gpt":0.2032142690151701,"score_spread":0.1910139062445462,"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."}}