{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053458,0.00009246374,0.0001722201,0.00003651183,0.000091182,0.000009171234,0.0001568625,0.0001110148,0.0001559631],"category_scores_gemma":[0.00008017581,0.00003212971,0.000132454,0.0004471664,0.00007997494,0.00001546083,0.00004500165,0.0001067199,0.00001866824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005226496,"about_ca_system_score_gemma":0.00004622418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321917,"about_ca_topic_score_gemma":0.000214407,"domain_scores_codex":[0.9991111,0.0001942298,0.0001691547,0.0002107669,0.00008336424,0.000231404],"domain_scores_gemma":[0.9996426,0.00008016568,0.00007500839,0.00006192275,0.00008769021,0.00005263247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004439204,0.0001140176,0.01025882,0.000006556631,0.00003780605,8.260326e-7,0.00001782724,0.00004853576,0.8405895,0.004993741,0.002802927,0.141085],"study_design_scores_gemma":[0.0004902844,0.001558437,0.9143701,0.00004235381,0.000004408419,9.371726e-7,0.00007021146,0.0001671493,0.07153498,0.001266191,0.01032398,0.0001709549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882421,0.0001318891,0.00009721535,0.007868484,0.00004824324,0.0001367463,0.00002327739,0.00002550266,0.003426547],"genre_scores_gemma":[0.9984709,0.00003526677,0.00001968083,0.0007781794,0.00002115079,0.000009223899,0.000118953,5.257e-7,0.0005461431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041113,"threshold_uncertainty_score":0.1998352,"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."}}