{"id":"W4385810083","doi":"10.1017/jog.2023.58","title":"Ocean wave blocking by periodic surface rolls fortifies Arctic ice shelves","year":2023,"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":"","funders":"University of Chicago; National Science Foundation","keywords":"Geology; Ice shelf; Sea ice; Arctic ice pack; Antarctic sea ice; Ice divide; Front (military); Arctic; Oceanography; Drift ice; Ice calving; Climatology; Cryosphere","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":[0.0004310241,0.00009868383,0.0002616622,0.00003752063,0.0002352863,0.00003128597,0.0001435224,0.00006106753,0.0007345237],"category_scores_gemma":[0.0001918754,0.00007243686,0.00009948361,0.0002611102,0.0001153704,0.0001242552,0.00001648256,0.0001884453,0.00006509048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006720532,"about_ca_system_score_gemma":0.00004270719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002078383,"about_ca_topic_score_gemma":0.0002092779,"domain_scores_codex":[0.9990273,0.00006891404,0.0003608282,0.0001108509,0.000153238,0.0002788329],"domain_scores_gemma":[0.9990571,0.0004497503,0.0002327706,0.0000846403,0.00009633246,0.00007937999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004627209,0.000009980847,0.9599706,0.00001600773,0.00008936346,0.00005470917,0.001056106,0.008096298,0.0001546589,0.00001959225,0.02747583,0.003010595],"study_design_scores_gemma":[0.0003212165,0.0003364362,0.9441019,0.00002054926,0.00003890799,0.0001231065,0.003325577,0.003715648,0.00003401645,0.0008142915,0.0470437,0.000124675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936035,0.00271085,0.00002903713,0.002518487,0.00077164,0.00004428693,0.00001900714,0.00001910601,0.0002840877],"genre_scores_gemma":[0.9974683,0.00113659,0.0002662989,0.0003305189,0.0001919981,4.738694e-8,0.00001582541,0.000003157737,0.000587259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956786,"threshold_uncertainty_score":0.8042519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864731158308034,"score_gpt":0.2342081489143162,"score_spread":0.2055608373312358,"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."}}