{"id":"W2082438259","doi":"10.1016/j.sedgeo.2015.04.003","title":"Soils, slopes and source rocks: Application of a soil chemistry model to nutrient delivery to rift lakes","year":2015,"lang":"en","type":"article","venue":"Sedimentary Geology","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Soil water; Rift; Geochemistry; Nutrient; Earth science; Hydrology (agriculture); Soil science; Geomorphology; Geotechnical engineering; Ecology; Structural basin","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":[0.0003890249,0.0006050022,0.0007685672,0.0004538718,0.0008204127,0.001164585,0.001245182,0.001791285,0.001678145],"category_scores_gemma":[0.001970654,0.000692189,0.000807823,0.0005820157,0.0006201829,0.001047245,0.0006184581,0.0005551415,0.0001972025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146125,"about_ca_system_score_gemma":0.002926796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1496409,"about_ca_topic_score_gemma":0.06185418,"domain_scores_codex":[0.999891,0.00003776297,0.000006484772,0.0000298262,0.00001321687,0.00002172863],"domain_scores_gemma":[0.9994848,0.0002877976,0.00005002112,0.0000173168,0.0000900869,0.00006993769],"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":[0.00002154596,0.00003207823,0.002222782,0.00001034265,0.00001590695,0.0000392406,0.0000259038,0.9944622,0.0003621526,0.001066321,0.0001672662,0.001574327],"study_design_scores_gemma":[0.00001669774,0.000008247242,0.0005659686,0.000001212059,0.000006045429,0.000004926049,0.00001278924,0.9988741,0.00006933707,0.0003635297,0.00007299198,0.000003984039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473973,0.0003485853,0.04246518,0.0009129651,0.00006280836,0.0001060517,0.0005475999,0.0003341144,0.007825354],"genre_scores_gemma":[0.9919999,0.0002092471,0.004597865,0.0000615976,0.00003041565,0.00005342085,0.0001228176,0.00006381018,0.002860916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496409,"threshold_uncertainty_score":0.2975397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618786169554993,"score_gpt":0.2095368932961852,"score_spread":0.1933490316006352,"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."}}