{"id":"W4409208730","doi":"10.1017/jog.2024.65","title":"Equilibrium line altitudes, accumulation areas and the vulnerability of glaciers in Alaska","year":2025,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alaska Climate Adaptation Science Center, University of Alaska Fairbanks; U.S. Geological Survey","keywords":"Glacier; Geology; Physical geography; Vulnerability (computing); Line (geometry); Geomorphology; Geography; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008663455,0.0000503897,0.0002317817,0.00003959804,0.0000372038,0.000006258721,0.00009850987,0.00004237438,0.00009622972],"category_scores_gemma":[0.0004702119,0.00002901637,0.00004587346,0.000178376,0.0002523727,0.00007357115,0.00001489643,0.0001360582,5.099949e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005169939,"about_ca_system_score_gemma":0.00005470417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862125,"about_ca_topic_score_gemma":0.001285679,"domain_scores_codex":[0.9992558,0.0001459455,0.000374286,0.00006496811,0.00006686499,0.00009210216],"domain_scores_gemma":[0.9988788,0.000767027,0.0001827859,0.00007295308,0.00007809898,0.00002036619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806403,0.00001132354,0.9871501,0.00001135336,0.0000285246,0.000001326373,0.000264209,0.006761583,0.00001824685,0.0004183662,0.0001417361,0.004912569],"study_design_scores_gemma":[0.0009311546,0.0000879035,0.9878145,0.0000134404,0.00001781071,0.000006613396,0.0003491094,0.005242777,0.000009977586,0.004185987,0.001315643,0.00002502845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926136,0.003050084,0.0002623374,0.003285766,0.0002904983,0.00006940045,0.000003451591,0.000001538501,0.000423378],"genre_scores_gemma":[0.9990746,0.0003047362,0.0002850737,0.0002434067,0.00004553035,2.303689e-7,0.000002464672,5.162539e-7,0.00004348609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006461009,"threshold_uncertainty_score":0.1183253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861885219199337,"score_gpt":0.2927643539441324,"score_spread":0.264145501752139,"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."}}