{"id":"W4406253476","doi":"10.5376/msb.2024.15.0019","title":"Impact of Maize Cultivation on Soil Health","year":2025,"lang":"en","type":"article","venue":"Molecular Soil Biology","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geology; Soil science","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":[0.0002038532,0.0002589241,0.0001345321,0.0002706652,0.0002324766,0.0002934982,0.0001230503,0.0001716039,0.001492826],"category_scores_gemma":[0.000467562,0.00006959208,0.0002564315,0.0001996657,0.0002508431,0.000191208,0.0002860762,0.0001794072,0.00009572459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005343785,"about_ca_system_score_gemma":0.0004672467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006499455,"about_ca_topic_score_gemma":0.01052778,"domain_scores_codex":[0.999795,0.00005972337,0.000009302911,0.00003070609,0.00003133203,0.0000739687],"domain_scores_gemma":[0.9994861,0.0001000394,0.0001737805,0.00002302102,0.00007676937,0.0001402975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007029743,0.0008637916,0.6378717,0.0002495064,0.0004026431,0.001624133,0.0003906675,0.0008250737,0.3145227,0.0002338098,0.0004566602,0.03552939],"study_design_scores_gemma":[0.00001637673,0.0008069782,0.99094,0.000007944398,0.00006473776,0.0001271708,0.000246813,0.0001989377,0.006981258,0.00005755809,0.0005457102,0.000006533015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987479,0.0004018267,0.00004809694,0.00005260632,0.000006042182,0.000005055751,0.0001460629,0.000004716601,0.0005875993],"genre_scores_gemma":[0.9994924,0.0001854466,0.00002854832,0.00001965227,0.000003626955,0.000001469848,0.00007918625,9.801892e-7,0.0001886886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006499455,"threshold_uncertainty_score":0.0129233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187318536659487,"score_gpt":0.3420584399259941,"score_spread":0.3201852545593992,"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."}}