{"id":"W2009990456","doi":"10.1029/2007eo520002","title":"Toward a new generation of ice sheet models","year":2007,"lang":"en","type":"article","venue":"Eos","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"National Oceanic and Atmospheric Administration; Princeton University","keywords":"Ice sheet; Future sea level; Climatology; Climate change; Environmental science; Sea ice; Ice-sheet model; Climate model; Global warming; Lead (geology); Greenland ice sheet; Antarctic ice sheet; Sea level rise; Cryosphere; Ice stream; Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626091,0.0009487311,0.001183083,0.0006939116,0.0005693191,0.002112719,0.003451361,0.001267234,0.004809527],"category_scores_gemma":[0.003494706,0.0009111011,0.001281734,0.0007256769,0.0006555795,0.004304104,0.002385108,0.002615893,0.002327841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007565342,"about_ca_system_score_gemma":0.001341818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007579938,"about_ca_topic_score_gemma":0.007979346,"domain_scores_codex":[0.9996384,0.0001022388,0.00001974496,0.00007425975,0.0001394459,0.00002579141],"domain_scores_gemma":[0.9987825,0.0003194427,0.00005619822,0.0003478076,0.0004035316,0.00009057076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001095629,0.00008979519,0.002865651,0.0001782799,0.0002789912,0.00007714298,0.0001081689,0.633132,0.002066904,0.1530879,0.04567225,0.1623333],"study_design_scores_gemma":[0.00002172701,0.00001267837,0.0001474769,0.00003232132,0.00002280187,0.00001530729,0.000009367835,0.9223487,0.0002674925,0.04101506,0.03609265,0.00001435479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01394412,0.004508703,0.9359376,0.006138666,0.001597777,0.0001235116,0.002268755,0.005610588,0.02987023],"genre_scores_gemma":[0.1344063,0.00777767,0.8255304,0.001760618,0.001595843,0.0005372806,0.005533433,0.001653008,0.02120537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007579938,"threshold_uncertainty_score":0.0160895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034216994098646,"score_gpt":0.2456618520491372,"score_spread":0.1422401526392726,"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."}}