{"id":"W1619869279","doi":"10.1007/s00382-002-0284-2","title":"A data-model intercomparison study of Arctic sea-ice variability","year":2003,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Arctic; Arctic ice pack; Climatology; Sea ice; Geology; Environmental science; Beaufort sea; Arctic sea ice decline; Sea ice thickness; Atmospheric sciences; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001350865,0.000211523,0.0003727133,0.00006601225,0.0001781142,0.00003945999,0.0006514797,0.00008266292,0.0003100535],"category_scores_gemma":[0.000278369,0.0001856034,0.00005134794,0.0002529328,0.0001370774,0.0002774596,0.00009687328,0.0002815351,0.00004890635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002770057,"about_ca_system_score_gemma":0.00008993053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143498,"about_ca_topic_score_gemma":0.01044403,"domain_scores_codex":[0.9979714,0.0002476306,0.0005244063,0.0005112818,0.0003078423,0.0004375036],"domain_scores_gemma":[0.9982154,0.0003272867,0.0002036462,0.001042779,0.00008353776,0.0001273697],"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":[0.00005021074,0.0003946808,0.9718571,0.0001091499,0.00004077289,0.000005559492,0.0005311799,0.02353492,8.14279e-7,0.001784027,0.0000188203,0.001672772],"study_design_scores_gemma":[0.0004119483,0.0001884046,0.1143024,0.00001840113,0.00008914929,0.00001361335,0.003451844,0.8796454,3.50996e-7,0.001632031,0.00005976352,0.0001867062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780675,0.0000141836,0.01048069,0.00003671835,0.0003222201,0.0003380524,0.001073397,0.00004755368,0.009619759],"genre_scores_gemma":[0.9936935,0.00004312017,0.005357088,0.00006796156,0.00001623042,0.000001188816,0.0007765203,0.000008569204,0.00003577281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8575547,"threshold_uncertainty_score":0.7568687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035712653859768,"score_gpt":0.2708167562061619,"score_spread":0.2351041023463939,"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."}}