{"id":"W2113637456","doi":"10.5194/tc-5-299-2011","title":"Present dynamics and future prognosis of a slowly surging glacier","year":2011,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Glacier; Surge; Geology; Glacier ice accumulation; Bedrock; Glacier mass balance; Tidewater glacier cycle; Ridge; Climatology; Accumulation zone; Geomorphology; Ice stream; Ice calving; Sea ice; Cryosphere; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000156477,0.0001197572,0.0001565505,0.000005952636,0.0002440058,0.00002379482,0.00017749,0.00005088155,0.00198295],"category_scores_gemma":[0.000004367841,0.00007667006,0.00006022686,0.0002415881,0.000133582,0.00009336149,0.00002690394,0.00009914937,0.00001652815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003536576,"about_ca_system_score_gemma":0.0000209836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005203171,"about_ca_topic_score_gemma":0.02812613,"domain_scores_codex":[0.9991795,0.00003306277,0.0001904618,0.0001785241,0.0001682844,0.0002501701],"domain_scores_gemma":[0.9995125,0.00008611313,0.00009081325,0.0001919774,0.00005549926,0.00006308122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000220333,0.00002011915,0.9105525,0.00002500785,0.00004723874,0.00000338634,0.002078489,0.00003852477,6.824215e-7,0.0004869582,0.0009453284,0.08577973],"study_design_scores_gemma":[0.0001382514,0.00006254356,0.9448051,0.00001050702,0.00003393191,0.000005207953,0.002828196,0.01022025,0.000004535646,0.0003123582,0.0414695,0.0001096223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824954,0.005355502,0.0002196067,0.0005352193,0.0004104105,0.0002968086,0.00005782841,0.00003707379,0.01059217],"genre_scores_gemma":[0.9963961,0.000647256,0.001589864,0.0001042523,0.0002053039,0.000004830752,0.00001641638,0.00000507321,0.001030936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08567011,"threshold_uncertainty_score":0.9989294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904932808122053,"score_gpt":0.1976716220623701,"score_spread":0.1786222939811496,"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."}}