{"id":"W4226478497","doi":"10.1002/essoar.10507477.2","title":"Less surface sea ice melt in the CESM2 improves Arctic sea ice simulation with minimal non-polar climate impacts","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sea ice; The arctic; Meteorology; Geology; Geography; 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":[0.0006894827,0.00106467,0.0007645018,0.0002859399,0.0005128322,0.001035054,0.001110999,0.001013903,0.001589521],"category_scores_gemma":[0.001731819,0.0003969964,0.001029129,0.0004016024,0.0003931269,0.0009104603,0.0008503206,0.000999108,0.0002975239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158947,"about_ca_system_score_gemma":0.001550336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02780998,"about_ca_topic_score_gemma":0.02604201,"domain_scores_codex":[0.9997734,0.00008005046,0.00001435549,0.00004531849,0.00004071123,0.00004615149],"domain_scores_gemma":[0.9996437,0.0001012624,0.00003860679,0.00006942028,0.00008852702,0.00005845222],"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":[0.0002447712,0.0001744757,0.01182543,0.00007302798,0.0001525728,0.00009329284,0.00004910423,0.9745765,0.004240296,0.001198302,0.002118626,0.005253473],"study_design_scores_gemma":[0.0001570742,0.00008487751,0.003751816,0.00001141644,0.0000461991,0.00001330361,0.00002978449,0.9924711,0.001350772,0.000332599,0.001728239,0.00002279126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964265,0.0003858462,0.0182978,0.0006926378,0.0002761281,0.00008726656,0.003515176,0.001234151,0.01124601],"genre_scores_gemma":[0.9822547,0.0001469003,0.01224605,0.0001842019,0.00006808675,0.00009081025,0.003589703,0.0002685697,0.00115108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02780998,"threshold_uncertainty_score":0.05529618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529526585778065,"score_gpt":0.2511513791689863,"score_spread":0.2358561133112057,"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."}}