{"id":"W3143393467","doi":"10.5194/tc-15-5187-2021","title":"Two decades of dynamic change and progressive destabilization on the Thwaites Eastern Ice Shelf","year":2021,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"British Antarctic Survey; Directorate for Geosciences; Natural Environment Research Council; European Commission; Sight Research UK; National Science Foundation","keywords":"Ice tongue; Ice shelf; Geology; Glacier; Ice stream; Geomorphology; Geodesy; Climatology; Sea ice; Cryosphere","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001386759,0.0001167121,0.0001262783,0.000004366698,0.000313832,0.00006060985,0.0001551187,0.00003338785,0.001181126],"category_scores_gemma":[0.00004973715,0.00006376125,0.00004086146,0.0003160938,0.0001621398,0.00009110689,0.00003272681,0.0000942269,0.00002552052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003992428,"about_ca_system_score_gemma":0.00002834472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008383613,"about_ca_topic_score_gemma":0.02970268,"domain_scores_codex":[0.9991902,0.00008781001,0.0001554186,0.000197719,0.0001916996,0.0001771986],"domain_scores_gemma":[0.9990843,0.0004514821,0.000100951,0.0002329284,0.00009343628,0.00003692883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002731023,0.00003622758,0.8926285,0.00004570435,0.0000529214,0.000008943432,0.003195392,0.0004073727,0.00003524844,0.0008351041,0.0002580332,0.1024693],"study_design_scores_gemma":[0.0001904626,0.0000887093,0.9682451,0.00007069382,0.00003718534,0.000008768864,0.006831573,0.01919002,0.00004453887,0.000830474,0.004341539,0.0001209027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836497,0.01298375,0.00006842082,0.001738367,0.0001569063,0.000288503,0.00004222035,0.0000210718,0.001051071],"genre_scores_gemma":[0.9981567,0.0003988811,0.0003508738,0.0005942256,0.00007687086,0.00001222024,0.00003030909,0.000004861758,0.0003750227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023484,"threshold_uncertainty_score":0.999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539585870605914,"score_gpt":0.2439503649076424,"score_spread":0.2085545062015833,"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."}}