{"id":"W4221043770","doi":"10.1175/bams-d-21-0227.1","title":"A New Structure for the Sea Ice Essential Climate Variables of the Global Climate Observing System","year":2022,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Australian Government","keywords":"Climatology; Sea ice; Environmental science; Climate change; Sea surface temperature; Arctic ice pack; Meteorology; Geology; Oceanography; Geography","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":[0.007952205,0.0003501282,0.0006064386,0.002431151,0.001699116,0.004007953,0.001131305,0.001198072,0.003289912],"category_scores_gemma":[0.01754006,0.0005390713,0.0004386318,0.00293477,0.001761627,0.005382693,0.003353892,0.003951406,0.001976224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859867,"about_ca_system_score_gemma":0.004434681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073175,"about_ca_topic_score_gemma":0.008683409,"domain_scores_codex":[0.9962637,0.001350844,0.0004830969,0.000743344,0.0009010672,0.0002578977],"domain_scores_gemma":[0.9853352,0.002691671,0.001861604,0.003502916,0.005690228,0.0009182182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003336433,0.0001522161,0.06452599,0.0002541423,0.00007555977,0.0002205453,0.00166948,0.008519035,0.005370555,0.6171287,0.08223837,0.2195117],"study_design_scores_gemma":[0.0001210346,0.0002016357,0.05731607,0.0003848269,0.00006723712,0.0002173888,0.0005978526,0.02727675,0.002956835,0.08976488,0.8209832,0.0001121493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1072618,0.002396752,0.7465643,0.02208618,0.00584079,0.001470672,0.02187039,0.003706145,0.08880292],"genre_scores_gemma":[0.3558913,0.001114074,0.590215,0.004508543,0.003462343,0.002999934,0.02621679,0.0009985617,0.01459336],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01073175,"threshold_uncertainty_score":0.04205573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007680347939913774,"score_gpt":0.2056736118270536,"score_spread":0.1979932638871398,"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."}}