{"id":"W4408438913","doi":"10.5194/egusphere-egu25-4653","title":"Variabilities in Climate Sensitivities and Mass Balance of Four High Mountain Asian Glaciers","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Geological Survey of Canada","funders":"","keywords":"Glacier; Glacier mass balance; Balance (ability); Physical geography; Environmental science; Climatology; Geography; Geology","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":[0.0005161631,0.0002969729,0.0001507326,0.001060325,0.0002615232,0.0004981143,0.0002112461,0.0001603404,0.0004777054],"category_scores_gemma":[0.0006807753,0.0001299882,0.0003453117,0.000990247,0.000269774,0.0002384005,0.0003761002,0.0002022137,0.00007073033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336088,"about_ca_system_score_gemma":0.0001858688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873419,"about_ca_topic_score_gemma":0.02694426,"domain_scores_codex":[0.9999032,0.00002042873,0.00001214407,0.0000242473,0.00001306736,0.00002686674],"domain_scores_gemma":[0.9995533,0.00008032967,0.0001778321,0.00004424446,0.00008511573,0.00005931041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006381881,0.000009076934,0.993636,0.00000968456,0.00007340626,0.00007028618,0.000271536,0.001388551,0.00141698,0.00003804677,0.0000423342,0.002980441],"study_design_scores_gemma":[0.000002644729,0.0000157277,0.9983206,0.000002691453,0.00002914144,0.0000589045,0.0001837955,0.0008530895,0.0003474504,0.00001655027,0.0001649829,0.000004392576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996504,0.00003628377,0.00003780461,0.000004408102,6.046191e-7,8.754706e-7,0.00008141783,0.000002441607,0.000185924],"genre_scores_gemma":[0.9995953,0.00003061041,0.00004916261,0.000002969098,0.000001521254,0.000001459531,0.0002639972,0.00000100144,0.00005400841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873419,"threshold_uncertainty_score":0.03725028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372910478418992,"score_gpt":0.209758097271277,"score_spread":0.1960289924870871,"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."}}