{"id":"W4390611098","doi":"10.1016/j.jia.2024.01.008","title":"Plastic mulch increases dryland wheat yield and water-use productivity, while straw mulch increases soil water storage","year":2024,"lang":"en","type":"article","venue":"Journal of Integrative Agriculture","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Mulch; Agronomy; Straw; Environmental science; Soil water; Dryland farming; Water storage; Growing season; Water-use efficiency; Irrigation; Agriculture; Biology; Soil science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008273579,0.0005201602,0.0002557061,0.0002894248,0.0001572154,0.0001919057,0.000124916,0.000117268,0.002350193],"category_scores_gemma":[0.0001021067,0.00009504649,0.0003177219,0.0002359065,0.0001333841,0.0001900768,0.0002235278,0.0002454366,0.0002079739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560536,"about_ca_system_score_gemma":0.0001198113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005929153,"about_ca_topic_score_gemma":0.002180994,"domain_scores_codex":[0.9999142,0.00001360003,0.000007839725,0.00002270623,0.00002209636,0.00001961391],"domain_scores_gemma":[0.9998378,0.00001562546,0.00007063657,0.00001389795,0.00001466191,0.00004740876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001036143,0.0007738623,0.01183098,0.0004077153,0.0001249312,0.00009616825,0.00004709331,0.0006044465,0.9514165,0.00007927925,0.0002894118,0.03329339],"study_design_scores_gemma":[0.0001023328,0.01011768,0.6612501,0.00004562435,0.0002402865,0.0002372041,0.0001678366,0.002411106,0.3180703,0.0001780658,0.007153101,0.0000263585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977216,0.0003726624,0.0007313652,0.00002904576,0.00002334836,0.00002073911,0.0002058311,0.00005354131,0.0008418319],"genre_scores_gemma":[0.9962296,0.0003169578,0.001361117,0.00004738102,0.00001344348,0.0000278455,0.0003495777,0.00001403103,0.001640132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002350193,"threshold_uncertainty_score":0.007862151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184590767737607,"score_gpt":0.2210043315711455,"score_spread":0.2025452547973848,"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."}}