{"id":"W1511416984","doi":"10.1029/2007eo520008","title":"Sediment fluxes and budgets in high‐latitude and high‐altitude cold environments: Sediment budgets in cold environments (SEDIBUD) second workshop, Abisko, Sweden, 15–19 September 2007","year":2007,"lang":"en","type":"article","venue":"Eos","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Permafrost; Environmental science; Snow; Precipitation; Sediment; Climate change; Effects of high altitude on humans; Atmospheric sciences; Latitude; Cold climate; Physical geography; Hydrology (agriculture); Climatology; Geology; Oceanography; Meteorology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008393428,0.0004536646,0.0004830684,0.0002564309,0.0001751681,0.00009872994,0.0002113927,0.0002743266,0.01006268],"category_scores_gemma":[0.00001649528,0.0004348036,0.00004698569,0.0001857394,0.0002046032,0.0003907539,0.0001118884,0.0003873355,0.0003762816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009782001,"about_ca_system_score_gemma":0.00002152029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047494,"about_ca_topic_score_gemma":0.06390464,"domain_scores_codex":[0.9970062,0.0001013393,0.0006434806,0.0007790019,0.000559273,0.0009106618],"domain_scores_gemma":[0.9987221,0.0003493252,0.0001331259,0.0003266074,0.000005746801,0.0004630836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406818,0.0002490288,0.9831863,0.00007544031,0.00005700798,0.0003833154,0.001222087,0.0008805428,0.004648436,0.00002181895,0.00693787,0.00219746],"study_design_scores_gemma":[0.00223816,0.0001782468,0.9081512,0.00009221226,0.00002852351,0.00001721104,0.0003942263,0.0003604495,0.002139933,0.00005150892,0.0858281,0.000520214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921103,0.004066036,0.00003320031,0.000320599,0.0005920709,0.0008500839,0.0006661849,0.00002111381,0.001340452],"genre_scores_gemma":[0.9928618,0.001436173,0.0003318556,0.001822072,0.0002576597,0.00001988918,0.0006667126,0.00002224361,0.002581558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07889023,"threshold_uncertainty_score":0.9998104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562724191494645,"score_gpt":0.2327964147801249,"score_spread":0.2171691728651785,"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."}}