{"id":"W4296421409","doi":"10.1016/j.agee.2010.04.00","title":"Modelling the impact of land use change and rainfall seasonality on sediment export from an agricultural catchment of the northwestern European loess belt","year":2010,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Loess; Sediment; Seasonality; Environmental science; Agriculture; Agricultural land; Hydrology (agriculture); Land use, land-use change and forestry; Land use; Drainage basin; Physical geography; Water resource management; Geography; Geology; Geomorphology; Ecology; Archaeology","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":[0.0005811049,0.0006689646,0.00061799,0.0004916806,0.0006472058,0.002020747,0.001030812,0.001757722,0.00138702],"category_scores_gemma":[0.00135175,0.0005595101,0.0008910673,0.001107627,0.0008977922,0.0008639453,0.0006888618,0.0006353526,0.0001034443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002811613,"about_ca_system_score_gemma":0.001452377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1844293,"about_ca_topic_score_gemma":0.1404681,"domain_scores_codex":[0.9998042,0.0000484741,0.00001936793,0.00005476436,0.00001465487,0.00005846618],"domain_scores_gemma":[0.9993982,0.0003463295,0.00007018331,0.00003570859,0.00005796032,0.00009169382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006998813,0.0004329173,0.1156401,0.00005593038,0.0001897567,0.0006636294,0.0001932748,0.8736641,0.004548624,0.0005748615,0.0002671859,0.003069738],"study_design_scores_gemma":[0.0001912531,0.0001236666,0.07736603,0.000007752459,0.00006894769,0.00004540684,0.0003039676,0.9206324,0.0007371441,0.0002517239,0.0002443851,0.00002741752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994565,0.00002092323,0.0001797169,0.00004039855,0.000002580909,0.000004410089,0.0000956113,0.00001115947,0.0001887189],"genre_scores_gemma":[0.9991642,0.00002861001,0.0002542031,0.00001058474,0.00000240687,0.000006265714,0.0001950828,0.000007157062,0.000331426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1844293,"threshold_uncertainty_score":0.3667115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779375973467738,"score_gpt":0.2268698790120546,"score_spread":0.1890761192773772,"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."}}