{"id":"W7107941010","doi":"10.1016/j.still.2025.106989","title":"Relay strip intercropping boosts fungal and bacterial contributions to soil organic carbon","year":2025,"lang":"en","type":"article","venue":"Soil and Tillage Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; Key Technologies Research and Development Program; Sichuan Province Science and Technology Support Program; Natural Science Foundation of Sichuan Province","keywords":"Intercropping; Monocropping; Soil carbon; Topsoil; Total organic carbon; Crop; Field experiment; Crop residue","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":[0.0007237332,0.0001194061,0.000175902,0.00005969184,0.0003771323,0.0001884194,0.0001479154,0.0001364698,0.00006003023],"category_scores_gemma":[0.0004043907,0.0000552603,0.00003737414,0.0006211945,0.0001387344,0.00004345795,0.0003681442,0.0002779148,0.000009855115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007302623,"about_ca_system_score_gemma":0.00004693308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425606,"about_ca_topic_score_gemma":0.005315727,"domain_scores_codex":[0.9986036,0.0001950641,0.0001648854,0.0003439989,0.000236447,0.0004560283],"domain_scores_gemma":[0.9991566,0.0003256854,0.00001743846,0.00006699753,0.0002246926,0.0002085798],"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":[0.000361667,0.00008612282,0.02443489,0.00003824569,0.0000618,0.00003819563,0.0002779088,0.000001511104,0.9152911,0.001504232,0.0009320999,0.05697218],"study_design_scores_gemma":[0.002805397,0.002173272,0.8393139,0.0005458478,0.00008562394,0.000107347,0.004441558,0.009961181,0.110654,0.004952098,0.02366641,0.001293378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928285,0.0004566532,9.686115e-7,0.002691868,0.0001580148,0.0001987763,0.00005925885,0.0000425294,0.003563431],"genre_scores_gemma":[0.9980888,0.0002484146,0.000004024252,0.00009185729,0.0002035267,0.00001624468,0.00002139363,0.000001373722,0.001324311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.814879,"threshold_uncertainty_score":0.2966301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311687693768865,"score_gpt":0.3026154252871247,"score_spread":0.279498548349436,"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."}}