{"id":"W4244508810","doi":"10.1023/a:1025437509525","title":"The sediment budget as conceptual framework and management tool","year":2003,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sediment; Disturbance (geology); Environmental science; Environmental resource management; Ecology; Term (time); Sedimentary budget; Natural (archaeology); Hydrology (agriculture); Geography; Physical geography; Sediment transport; Geology; Biology; Geomorphology","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":[0.003522625,0.0007485903,0.0008732716,0.003828371,0.0006817673,0.005244933,0.001979356,0.001857278,0.005955675],"category_scores_gemma":[0.005911977,0.0006640855,0.0005078742,0.004758999,0.003459297,0.00895151,0.001849537,0.001854348,0.000445099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003321369,"about_ca_system_score_gemma":0.005018621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008314402,"about_ca_topic_score_gemma":0.008994307,"domain_scores_codex":[0.9990354,0.0005085967,0.00008815849,0.0001023393,0.0001770271,0.00008860732],"domain_scores_gemma":[0.9984572,0.0007948571,0.0001418187,0.0001907362,0.0002494766,0.0001660098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001170686,0.00001560158,0.0004179932,0.0000749119,0.00001821408,0.00003499273,0.0001195505,0.02208712,0.0001866326,0.9586141,0.001999545,0.01641961],"study_design_scores_gemma":[0.00001483861,0.00001699407,0.0004503117,0.0002145642,0.00003525671,0.00004990967,0.0003664831,0.0535988,0.0003426686,0.9028931,0.0419902,0.00002679438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0358687,0.007127093,0.8556601,0.03002959,0.0006987547,0.0001140207,0.001704533,0.0007294079,0.06806775],"genre_scores_gemma":[0.7128832,0.008604746,0.2624143,0.001151547,0.0004014178,0.0003300726,0.0007410313,0.0004988475,0.01297478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008314402,"threshold_uncertainty_score":0.02409828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266684674005215,"score_gpt":0.212175967478142,"score_spread":0.1995091207380898,"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."}}