{"id":"W4214764404","doi":"10.1017/jog.2022.3","title":"Enigmatic surface rolls of the Ellesmere Ice Shelf","year":2022,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"Climate Program Office; Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; ArcticNet; University of Colorado Boulder; National Oceanic and Atmospheric Administration; University of Chicago; U.S. Department of Commerce; National Science Foundation","keywords":"Geology; Ice shelf; Rheology; Sea ice; Amplitude; Instability; Wavelength; Oceanography; Viscosity; Geophysics; Mechanics; Cryosphere; Optics; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001001443,0.000151457,0.0001096507,0.0005102737,0.0003281588,0.0007096958,0.0001436859,0.0002114815,0.001055446],"category_scores_gemma":[0.0002667656,0.00009917788,0.0001052876,0.0003317438,0.0005929939,0.0004409075,0.0003506448,0.0002241084,0.0002131091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900851,"about_ca_system_score_gemma":0.00007562407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005296114,"about_ca_topic_score_gemma":0.008234018,"domain_scores_codex":[0.9999651,0.000002602396,0.000001721999,0.00001196372,0.000008816461,0.000009921655],"domain_scores_gemma":[0.9998846,0.00001537238,0.00003700592,0.0000172194,0.00003287428,0.00001293539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005772483,0.00004153391,0.754909,0.0001805424,0.0001530357,0.001829926,0.003784471,0.007683877,0.1278758,0.005400305,0.002990104,0.09457429],"study_design_scores_gemma":[0.00000466659,0.00005215431,0.9775318,0.00004214471,0.00002264973,0.0003895659,0.001553429,0.004277147,0.006263545,0.001074975,0.008772052,0.00001572049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922814,0.000916078,0.001158682,0.0001156079,0.00001669004,0.000004081448,0.0002455573,0.00003166988,0.005230316],"genre_scores_gemma":[0.9987882,0.0002339878,0.000261705,0.00001448509,0.000007189833,9.13054e-7,0.0001157659,0.000005489862,0.0005723964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005296114,"threshold_uncertainty_score":0.01053059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495599130685882,"score_gpt":0.2100144183015262,"score_spread":0.1950584269946674,"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."}}