{"id":"W4393073088","doi":"10.1016/j.apsoil.2024.105378","title":"Soil quality reflects microbial resource availability and drives rhizosphere microbiome variation in Ghanaian cocoa farms","year":2024,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Cocoa and Sweet Potato Agronomy","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Rhizosphere; Microbiome; Biology; Agronomy; Soil quality; Bulk soil; Biotechnology; Agroforestry; Ecology; Soil water; Bacteria","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":[0.0002323494,0.0001975241,0.0001841373,0.0004148748,0.0003890729,0.0006740707,0.0001768276,0.0002449041,0.00117272],"category_scores_gemma":[0.001040759,0.0001787037,0.00009654495,0.0007685404,0.0005385384,0.0003138462,0.0003608382,0.0002139767,0.0001296014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388477,"about_ca_system_score_gemma":0.0004006342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328584,"about_ca_topic_score_gemma":0.06807771,"domain_scores_codex":[0.9997197,0.00006762221,0.00001088931,0.00007998222,0.00002722457,0.00009466797],"domain_scores_gemma":[0.9992744,0.0001285661,0.0003413266,0.0000299768,0.0001015585,0.0001240858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004401402,0.00004284434,0.9634327,0.00003354572,0.00004392914,0.0002313139,0.001830192,0.00006534864,0.02984947,0.00005276964,0.0000789184,0.003898995],"study_design_scores_gemma":[0.000001861636,0.00003474529,0.997749,0.000005139378,0.00000789994,0.00006609096,0.001610908,0.00006584762,0.0003498539,0.00001776051,0.00008898263,0.000001883577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99978,0.00004862854,0.00003055001,0.00001598902,6.536818e-7,0.000001386687,0.00004365636,4.511116e-7,0.00007864098],"genre_scores_gemma":[0.9998326,0.00002788165,0.00004245027,0.00001078786,8.726358e-7,0.000001482704,0.00003110826,8.647523e-7,0.00005193106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328584,"threshold_uncertainty_score":0.06618416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194202292062718,"score_gpt":0.2309674663087173,"score_spread":0.2190254433880901,"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."}}