{"id":"W2100669105","doi":"10.3189/002214310794457173","title":"A unifying framework for iceberg-calving models","year":2010,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; National Aeronautics and Space Administration; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Ice calving; Glacier; Geology; Iceberg; Geodesy; Mechanics; Geomorphology; Biology; Physics; Ice sheet","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003428875,0.0000610976,0.0001750214,0.00002754567,0.0001479656,0.0000152703,0.0001482134,0.00009234081,0.0004590023],"category_scores_gemma":[0.0003722731,0.00004407913,0.0000907198,0.00007915843,0.00005720821,0.0001318158,0.000006860647,0.0003077475,0.000006051691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001866634,"about_ca_system_score_gemma":0.00004071058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005973021,"about_ca_topic_score_gemma":0.0004786884,"domain_scores_codex":[0.9994165,0.00001969955,0.0002491807,0.00007013112,0.00007073802,0.0001737193],"domain_scores_gemma":[0.9987864,0.0007651168,0.0001952958,0.00007415903,0.0001148258,0.00006422589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003028418,0.00005027867,0.8046862,0.00004083856,0.0002202367,0.0000289827,0.00202815,0.02615917,0.0005637592,0.07095608,0.00367299,0.0912904],"study_design_scores_gemma":[0.0006263725,0.0005180181,0.5563523,0.00003071611,0.00006161087,0.0001820876,0.001262269,0.04270433,0.0000185995,0.3384734,0.05957323,0.0001970585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151362,0.0007148182,0.08014204,0.001428311,0.001898327,0.00005921804,0.000007865355,0.000006666243,0.0006065121],"genre_scores_gemma":[0.9070497,0.0001106023,0.09172182,0.0004360021,0.0006380102,3.813516e-7,0.000002183096,0.000002070218,0.00003927742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2675173,"threshold_uncertainty_score":0.5025753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339345654092877,"score_gpt":0.2737213995335391,"score_spread":0.2303279429926103,"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."}}