{"id":"W4226172845","doi":"10.5194/essd-14-763-2022","title":"Airborne ultra-wideband radar sounding over the shear margins and along flow lines at the onset region of the Northeast Greenland Ice Stream","year":2022,"lang":"en","type":"article","venue":"Earth system science data","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Office of Polar Programs; National Institute of Polar Research; Bergens Forskningsstiftelse; Universitetet i Bergen; Beijing Normal University; Institut Polaire Français Paul Emile Victor; Chinese Academy of Sciences; Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Københavns Universitet; National Science Foundation; A.P. Møller og Hustru Chastine Mc-Kinney Møllers Fond til almene Formaal; National Aeronautics and Space Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Depth sounding; Geology; Radar; Echo sounding; Climatology; Remote sensing; Geophysics; Oceanography; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001733232,0.0001276144,0.0001596195,0.00002378567,0.003911922,0.0001337213,0.001452982,0.00001621975,0.0001410629],"category_scores_gemma":[0.0001462275,0.00005948508,0.00003822182,0.0009727871,0.0007460784,0.0003218986,0.0004490093,0.0001529924,0.000006968095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197156,"about_ca_system_score_gemma":0.0001251592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009269291,"about_ca_topic_score_gemma":0.02422414,"domain_scores_codex":[0.9980571,0.0001948243,0.0002689593,0.0004150043,0.0007559312,0.0003081883],"domain_scores_gemma":[0.9980404,0.0004998834,0.0001883609,0.001163572,0.00004407084,0.00006367722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002409735,0.00000820985,0.9882647,0.00002338203,0.00001751326,0.000005210842,0.0009356025,0.002737896,0.00002451693,0.00005214654,0.004965008,0.002941741],"study_design_scores_gemma":[0.0001549255,0.00003868858,0.9510458,0.0000286612,0.00002427403,0.0001343094,0.004868314,0.01751583,0.000005569687,0.000006387464,0.02608766,0.00008956256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926621,0.001879109,0.00008226934,0.001687895,0.0006162658,0.0004150214,0.002390599,0.00001615226,0.0002505323],"genre_scores_gemma":[0.9991882,0.00008642197,0.00006907668,0.0001770141,0.00009601535,0.000003186055,0.0001315819,0.000003149335,0.0002453268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721885,"threshold_uncertainty_score":0.9973848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172427708224764,"score_gpt":0.2234660131341629,"score_spread":0.1917417360519152,"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."}}