{"id":"W4390916977","doi":"10.1111/ele.14364","title":"Global patterns and drivers of plant–soil microbe interactions","year":2024,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Arid; Plant community; Ecology; Woody plant; Latitude; Biodiversity; Community structure; Biology; Environmental science; Geography; Species richness","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005137712,0.00006105543,0.00008058013,0.00002465065,0.00007077951,0.000006100355,0.00005719544,0.00003474868,0.0004646609],"category_scores_gemma":[0.000008328293,0.00005878849,0.00002679763,0.0000653352,0.0002462758,0.00006267945,0.0001012786,0.00006983351,0.0001084785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009129987,"about_ca_system_score_gemma":0.000003411691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077936,"about_ca_topic_score_gemma":0.01259113,"domain_scores_codex":[0.9995654,0.00002709653,0.00009683051,0.0001593465,0.00003113408,0.000120202],"domain_scores_gemma":[0.9998048,0.00009551334,0.00002486406,0.00005157164,0.000001679497,0.00002158554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003537822,0.00001590198,0.9893872,0.00001075106,0.00006077776,0.00002878019,0.0003473752,0.0006001159,0.001396098,0.0002642319,0.007621936,0.0002633482],"study_design_scores_gemma":[0.00009530096,0.00002689851,0.9958485,0.000007258402,0.00002830477,0.00003807643,0.00008658016,0.001612642,0.00003850518,0.0001597299,0.001996652,0.0000615309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923578,0.00001539745,0.0003301613,0.005271601,0.0005380683,0.00005299172,0.00005372837,0.00002467056,0.001355566],"genre_scores_gemma":[0.9981908,0.00002998045,0.000169695,0.001427943,0.00001269883,0.000006240119,0.000009072683,0.000002891132,0.0001506922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248334,"threshold_uncertainty_score":0.7026146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004163618364189616,"score_gpt":0.2147164927154641,"score_spread":0.2105528743512745,"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."}}