{"id":"W2959573517","doi":"10.5539/jas.v11n12p1","title":"Diversification of Crops and Conservation Management in Lowland Soils of Rio Grande do Sul","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agroforestry; Soil water; Agricultural diversification; Crop rotation; Soil conservation; Sustainability; Environmental science; Geography; Diversification (marketing strategy); Productivity; Soil quality; Agriculture; Crop; Ecology; Forestry; Biology; Business","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":[0.0005003747,0.00006270051,0.0001463858,0.00004129506,0.00004931925,0.0000396642,0.0002577442,0.0000255808,0.00004040801],"category_scores_gemma":[0.00002302432,0.00002089799,0.00004355982,0.00066282,0.0001251777,0.0004121802,0.00006874449,0.00005512299,0.000002046804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102099,"about_ca_system_score_gemma":0.000004939937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485741,"about_ca_topic_score_gemma":0.00008128518,"domain_scores_codex":[0.9990814,0.00002026912,0.000297385,0.0001159171,0.0003670238,0.0001180527],"domain_scores_gemma":[0.9993556,0.0000556763,0.000353929,0.00002995378,0.0001639101,0.00004090195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006255096,0.000087233,0.5544392,0.00003677895,0.00001385737,0.000001966702,0.0002966842,0.0000423598,0.4246502,0.001222314,0.0003097594,0.01883708],"study_design_scores_gemma":[0.000263574,0.0001659651,0.9934619,0.00007206926,0.00001114994,0.000003918389,0.001744448,0.00001721063,0.003826148,0.0001908219,0.000187286,0.00005549787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972681,0.00008665875,8.857135e-7,0.0008536359,0.00009129789,0.0001268879,0.000001393754,0.000002161059,0.001568927],"genre_scores_gemma":[0.9995548,0.0001879922,0.00007488613,0.00002320343,0.00002169813,4.649472e-7,0.000001163547,1.656439e-7,0.0001356472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4390227,"threshold_uncertainty_score":0.08521954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258738767682134,"score_gpt":0.2041633381956443,"score_spread":0.191575950518823,"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."}}