{"id":"W4392599148","doi":"10.5194/egusphere-egu24-4447","title":"Linking connectivity to spatiotemporal variability in sediment dynamics and yield in glacierized, mountainous watersheds","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC; University of the Fraser Valley; University of British Columbia","funders":"","keywords":"Yield (engineering); Sediment; Dynamics (music); Environmental science; Physical geography; Hydrology (agriculture); Geology; Geography; Geomorphology; Psychology","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":[0.0002862238,0.0001589559,0.0002426501,0.001503327,0.0008465028,0.001383665,0.00044387,0.0002622166,0.001118302],"category_scores_gemma":[0.002182897,0.000164679,0.0001503809,0.003339825,0.0008445067,0.0004018699,0.0007564274,0.0003249999,0.00008594662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003614371,"about_ca_system_score_gemma":0.001603255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8171278,"about_ca_topic_score_gemma":0.8915854,"domain_scores_codex":[0.9997746,0.00003461361,0.0000168428,0.00006594979,0.00003102428,0.00007700736],"domain_scores_gemma":[0.9990157,0.0002249466,0.0002993469,0.00005924506,0.0002161358,0.0001845651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002356127,0.00001559629,0.9953307,0.000006895699,0.00004068635,0.00008844382,0.0006426373,0.0008471911,0.00034133,0.00006174898,0.0001003782,0.002500942],"study_design_scores_gemma":[7.794329e-7,0.000002613084,0.99884,0.000002081286,0.000004156125,0.00001134289,0.0004573465,0.0005943376,0.000009538138,0.00002180567,0.00005411552,0.000001856098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996287,0.00002109575,0.00004042235,0.00001936933,2.909209e-7,0.000001964199,0.0001205788,0.000004178203,0.0001634991],"genre_scores_gemma":[0.9995736,0.00003058049,0.00007840042,0.000005182903,7.125992e-7,0.000003373921,0.0002010892,0.000001816494,0.0001051008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8171278,"threshold_uncertainty_score":0.3678983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211188548227887,"score_gpt":0.2356149082172985,"score_spread":0.2135030227350196,"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."}}