{"id":"W1530268965","doi":"","title":"Construction of sediment budgets in large scale drainage basins : the case of the upper Indus River","year":2003,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Society for Sedimentary Geology","keywords":"Indus; Sediment; Drainage basin; Sedimentary budget; Structural basin; Hydrology (agriculture); Drainage; Geology; Environmental science; Sediment transport; Geomorphology; Geotechnical engineering; Geography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002865905,0.0002419893,0.0004989745,0.0001341139,0.0004932306,0.000005923694,0.0009235211,0.0002811146,0.001393462],"category_scores_gemma":[0.000006658195,0.0001591473,0.0004397352,0.001243867,0.001473608,0.0007546106,0.0003367661,0.0003372597,0.000004357486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007679651,"about_ca_system_score_gemma":0.0002342916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01895044,"about_ca_topic_score_gemma":0.04016544,"domain_scores_codex":[0.9982921,0.0003694232,0.0002432124,0.0004034563,0.0003474138,0.0003443496],"domain_scores_gemma":[0.9987707,0.0001911728,0.0004724904,0.000288857,0.0001290901,0.0001476609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001728307,0.002499581,0.4930601,0.0003039481,0.0004661818,0.001313024,0.4621254,0.0001673894,0.02690576,0.002077927,0.0007512537,0.008601211],"study_design_scores_gemma":[0.001670291,0.0001789961,0.1220547,0.0001157552,0.000148265,0.00003547665,0.8662953,0.0000406994,0.004983908,0.0002650974,0.003966815,0.0002446424],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955574,0.00003740494,0.00004995979,0.001071565,0.0001119861,0.0003767762,0.0006251068,0.00003631255,0.002133447],"genre_scores_gemma":[0.9957909,0.00004960075,0.001082189,0.00005017865,0.000009577248,1.51239e-8,0.00003575304,0.000003049257,0.002978732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40417,"threshold_uncertainty_score":0.9995194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006438112803225026,"score_gpt":0.1505286396289989,"score_spread":0.1440905268257739,"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."}}