{"id":"W4385646877","doi":"10.5194/tc-17-2871-2023","title":"A climatology of thermodynamic vs. dynamic Arctic wintertime sea ice thickness effects during the CryoSat-2 era","year":2023,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Sea ice; Climatology; Arctic; Arctic ice pack; Environmental science; Sea ice thickness; Advection; Arctic sea ice decline; Atmospheric sciences; Geology; Oceanography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919568,0.0003551211,0.0001098707,0.0007787692,0.0001438586,0.0003780933,0.000122343,0.000143076,0.0005997087],"category_scores_gemma":[0.0003551482,0.00009882706,0.0002469827,0.0006933629,0.0001089014,0.0002247153,0.0002299937,0.0001501556,0.0001329884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338188,"about_ca_system_score_gemma":0.0002911218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0445409,"about_ca_topic_score_gemma":0.06966618,"domain_scores_codex":[0.9999293,0.00001206564,0.000006410635,0.00002116469,0.0000173007,0.00001377456],"domain_scores_gemma":[0.9998143,0.0000338897,0.00004858121,0.00001590249,0.00005777057,0.00002947597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903252,0.00005454826,0.9412287,0.00007705828,0.000311843,0.0001215513,0.0001542047,0.0334025,0.008864534,0.0004560763,0.003037309,0.01210128],"study_design_scores_gemma":[0.000005895889,0.00001760814,0.9883665,0.000008442178,0.00002970802,0.00003372668,0.00005805908,0.008786625,0.001002706,0.00004828195,0.001636324,0.000006074767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905331,0.0002301453,0.0006297177,0.00006822502,0.00002043468,0.000004587342,0.00687878,0.0000529466,0.001582004],"genre_scores_gemma":[0.9941895,0.0001121008,0.000453727,0.00001764621,0.00001322518,0.00000572458,0.004910993,0.00001103093,0.0002860273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0445409,"threshold_uncertainty_score":0.08856326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0044835520558868,"score_gpt":0.2013605052376521,"score_spread":0.1968769531817653,"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."}}