{"id":"W2023092830","doi":"10.1029/2006gl026704","title":"Accelerated melting of Himalayan snow and ice triggers pronounced changes in a valley peatland from northern India","year":2006,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Peat; Snow; Monsoon; Physical geography; Glacial period; Snow line; Plateau (mathematics); Permafrost; Precipitation; Snowmelt; Climate change; Environmental science; Surface runoff; Geology; Climatology; Ecology; Geography; Oceanography; 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":[0.00007255898,0.00009028694,0.0001036551,0.0004088249,0.0004939109,0.0005735163,0.0001365792,0.0001158715,0.000499095],"category_scores_gemma":[0.0002037702,0.00009454922,0.00008393935,0.0004103547,0.0002928078,0.0001478708,0.0003394333,0.0001519646,0.00008130374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314217,"about_ca_system_score_gemma":0.0002580645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01668998,"about_ca_topic_score_gemma":0.03162827,"domain_scores_codex":[0.999953,0.000005869039,0.00000290518,0.00001155524,0.000008847342,0.00001787001],"domain_scores_gemma":[0.9998842,0.00001791524,0.00003232691,0.00001205655,0.00001719176,0.00003629212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001933213,0.00004414996,0.9268004,0.00004269805,0.00004861255,0.001295608,0.002725666,0.0004681381,0.0608019,0.0001593704,0.0002026607,0.007217535],"study_design_scores_gemma":[0.000001119386,0.00001005503,0.9986522,0.000001379239,0.000004682451,0.0001306916,0.0004306756,0.0001080199,0.000519325,0.00001882391,0.0001213546,0.000001702077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997538,0.00001171132,0.00001055538,0.000006324069,5.004493e-7,4.849509e-7,0.00002511021,0.000002578382,0.0001890208],"genre_scores_gemma":[0.9998322,0.00001718287,0.00001928262,0.000004839768,0.000001156189,7.113635e-7,0.00006228634,7.205002e-7,0.00006160262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668998,"threshold_uncertainty_score":0.03318566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437245315626603,"score_gpt":0.2777659713278368,"score_spread":0.2433935181715708,"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."}}