{"id":"W2635389085","doi":"10.14943/doctoral.k12691","title":"Dynamics of surge-type glaciers in Yukon, Canada, revealed by multi-satellite images","year":2017,"lang":"en","type":"article","venue":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surge; Satellite; Glacier; Geology; Dynamics (music); Remote sensing; Climatology; Meteorology; Physical geography; Geodesy; Geography; Geomorphology; Astronomy; Physics","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":[0.0002959268,0.0001909085,0.0003653412,0.0002462841,0.001196008,0.00004739893,0.0005279433,0.000230931,0.0001432131],"category_scores_gemma":[0.0001979674,0.0002260071,0.00007454975,0.0009065151,0.0004226671,0.00155412,0.00009731932,0.0005451505,0.000001421255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784119,"about_ca_system_score_gemma":0.0003820387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3305263,"about_ca_topic_score_gemma":0.5011004,"domain_scores_codex":[0.9986788,0.0001185121,0.0002384841,0.0003666358,0.0002799869,0.0003175566],"domain_scores_gemma":[0.9987972,0.0001698066,0.0003976612,0.0002455948,0.0002139462,0.0001758333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002946481,0.00002305501,0.9944257,0.00003371859,0.0000657132,0.00003427989,0.0002149673,0.000161009,0.0004804122,0.0002281492,0.001511743,0.002526591],"study_design_scores_gemma":[0.001482763,0.00009790297,0.9421797,0.00006642614,0.00006554555,0.000003670624,0.007017391,0.001061803,0.00009178894,0.00001963974,0.04765311,0.000260235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858311,0.0008552743,0.00009179559,0.001319473,0.0003284646,0.0002387897,0.0003335336,0.00002276984,0.01097882],"genre_scores_gemma":[0.9702989,0.01034314,0.0003835899,0.00005720011,0.00001306767,2.880587e-8,0.00005356154,0.000004733321,0.01884572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705741,"threshold_uncertainty_score":0.9216303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643565255492975,"score_gpt":0.193436883729467,"score_spread":0.1770012311745373,"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."}}