{"id":"W4385233990","doi":"10.58475/2023.61.2.2012","title":"ORGANIC MULCHING TO CONSERVE SOIL NUTRITIONAL QUALITY AND ENHANCE WHEAT YIELD","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural Research","topic":"Agricultural Science and Fertilization","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Straw; Mulch; Agronomy; Environmental science; Randomized block design; Soil quality; Nutrient; Soil test; Crop yield; Mathematics; Soil water; Biology; Soil science","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":[0.002157043,0.0001277828,0.0002317588,0.0000573733,0.0005395737,0.0002234803,0.0003857078,0.0001010277,0.0002194259],"category_scores_gemma":[0.001156072,0.00003816642,0.00009856124,0.002231896,0.00008799857,0.0005091912,0.0001881689,0.0003984614,0.000117668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007942392,"about_ca_system_score_gemma":0.00002344837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731686,"about_ca_topic_score_gemma":0.0009069183,"domain_scores_codex":[0.9974347,0.0002426277,0.0004578647,0.0002552784,0.00112703,0.0004825204],"domain_scores_gemma":[0.9974581,0.001008107,0.0001358821,0.00003832745,0.001006264,0.0003532952],"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":[0.00004987358,0.00004277371,0.006197541,0.000009800116,0.000008816058,0.000008516262,0.0002188693,0.00001379104,0.9729646,0.0001068974,0.01456567,0.0058128],"study_design_scores_gemma":[0.00008349108,0.0004082401,0.9678181,0.0001052054,0.00000388246,0.00005658111,0.002738091,0.000004977336,0.0267393,0.0004325397,0.001475538,0.0001339949],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755912,0.0001642206,0.00000289739,0.0236672,0.0001110363,0.0001901865,0.00001113014,0.00003002768,0.0002320989],"genre_scores_gemma":[0.9980593,0.0003461003,0.00004613572,0.0002075049,0.0005489502,0.000006558867,0.00001690159,7.475516e-7,0.000767761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9616206,"threshold_uncertainty_score":0.4150019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700570685803381,"score_gpt":0.3917107203408821,"score_spread":0.221653651760544,"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."}}