{"id":"W2174241970","doi":"10.4141/cjss10096","title":"Effets du travail du sol et de la gestion des résidus sur les propriétés du sol et sur l’érosion hydrique d'un Vertisol Méditerranéen","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vertisol; Surface runoff; Tillage; Environmental science; Conventional tillage; Soil water; Mediterranean climate; Forestry; Soil science; Hydrology (agriculture); Agronomy; Geology; Geography; Biology","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":[0.00256256,0.0001867853,0.0002157846,0.00008692456,0.0006695943,0.0001879275,0.0006670954,0.0001595079,0.0003466987],"category_scores_gemma":[0.0003872626,0.00008586173,0.0001248664,0.0003143169,0.0007926633,0.0007113779,0.00002118549,0.0003460347,0.0000100404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635351,"about_ca_system_score_gemma":0.0006471996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06293604,"about_ca_topic_score_gemma":0.1992695,"domain_scores_codex":[0.9981465,0.0002603329,0.00036673,0.0002702353,0.0004295865,0.0005266312],"domain_scores_gemma":[0.99836,0.0001625091,0.0001744151,0.00006963986,0.0003235736,0.0009099112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006667962,0.0001478498,0.7244962,0.00001214105,0.000009042315,0.0002969269,0.005272895,0.00007258994,0.199191,0.0001324403,0.0009010866,0.06940108],"study_design_scores_gemma":[0.0003756194,0.000410407,0.9766783,0.0001524557,0.00001498561,0.0003424855,0.0002172713,0.0003123543,0.01999526,0.0002878373,0.00101704,0.0001959545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959525,0.0002079523,0.00007268812,0.00217555,0.000283381,0.0001220751,0.00001170235,0.0000223612,0.00115179],"genre_scores_gemma":[0.9985037,0.0003915197,0.0001449908,0.000769903,0.0001284493,0.000005090649,0.000003807881,0.000002899749,0.00004964205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521821,"threshold_uncertainty_score":0.9433039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526635065995591,"score_gpt":0.2162713253342086,"score_spread":0.1810049746742527,"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."}}