{"id":"W2087609225","doi":"10.3402/tellusa.v65i0.19110","title":"Causes and consequences of mid–21st-century rapid ice loss events simulated by the Rossby centre regional atmosphere-ocean model","year":2013,"lang":"en","type":"article","venue":"Tellus A Dynamic Meteorology and Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Arctic sea ice decline; Climatology; Sea ice; Ice-albedo feedback; Arctic ice pack; Climate model; Environmental science; Cryosphere; Drift ice; Arctic geoengineering; Geology; Sea ice concentration; Thermohaline circulation; Antarctic sea ice; Sea ice thickness; Climate change; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000302369,0.0002833358,0.000360999,0.00004555049,0.0003680851,0.00002939553,0.0002732112,0.0001979784,0.0003896796],"category_scores_gemma":[0.00002401696,0.0001894398,0.0001040644,0.0002608428,0.001836146,0.0002220524,0.00003975486,0.0002683245,0.000008919608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003191361,"about_ca_system_score_gemma":0.00004440136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007273513,"about_ca_topic_score_gemma":0.0001631345,"domain_scores_codex":[0.9982957,0.0002093361,0.0003852163,0.0004146714,0.0002253754,0.000469654],"domain_scores_gemma":[0.9988434,0.0004452134,0.0002217865,0.0002364794,0.00008450387,0.0001685997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002221065,0.00007293231,0.9797384,0.00007829618,0.0003239098,0.000008882987,0.001333033,0.004641903,0.0001578706,0.0005121384,0.0008888418,0.01202165],"study_design_scores_gemma":[0.002500143,0.0006388889,0.2457844,0.00008959977,0.0003708426,0.0003644121,0.00493988,0.7149495,0.00005581678,0.02684157,0.00250165,0.0009633089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901866,0.007503077,0.0001798862,0.001269458,0.000126626,0.0003264472,0.0001634589,0.00003675276,0.0002076698],"genre_scores_gemma":[0.989377,0.00887926,0.0005847159,0.0008866989,0.00001354688,5.943959e-7,0.0001568165,0.000008027109,0.00009331825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7339541,"threshold_uncertainty_score":0.7725133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506630438547978,"score_gpt":0.1979029237622902,"score_spread":0.1903962933237422,"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."}}