{"id":"W3095144779","doi":"10.33265/polar.v39.3617","title":"Unusual drift behaviour of multi-year sea ice in the Beaufort Sea during summer 2018","year":2020,"lang":"en","type":"article","venue":"Polar Research","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; European Centre for Medium-Range Weather Forecasts; National Institute of Polar Research","keywords":"Sea ice; Arctic ice pack; Drift ice; Antarctic sea ice; Sea ice thickness; Fast ice; Oceanography; Geology; Climatology; Beaufort scale; Beaufort sea; Cryosphere; Arctic; Wind speed; Iceberg; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285776,0.0001026438,0.0001503686,0.0001027213,0.0002415286,0.00004469592,0.0005553955,0.00007254467,0.0005773352],"category_scores_gemma":[0.00020447,0.0000732608,0.00005751492,0.0005774689,0.0002394866,0.0001703558,0.00006386996,0.0006997795,0.000272675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008195126,"about_ca_system_score_gemma":0.0001073072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229989,"about_ca_topic_score_gemma":0.004828453,"domain_scores_codex":[0.9978665,0.0003325127,0.0002208694,0.0002509397,0.000790004,0.0005391639],"domain_scores_gemma":[0.9992546,0.0002620956,0.00003766561,0.0002158918,0.00007382865,0.0001558509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006074236,0.00003820891,0.996519,0.0000468614,0.000008800031,0.00003519292,0.002232886,0.00009945208,0.00005531103,0.00004690607,0.0002602082,0.0005964907],"study_design_scores_gemma":[0.0003884218,0.0001349539,0.9874,0.00001747012,0.000006759182,0.000008108677,0.004152813,0.00690372,0.0001392658,0.00002799483,0.0007238817,0.00009663714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955286,0.0001361658,0.00003341419,0.001952419,0.00004608289,0.0002494135,0.0001777089,0.00001238274,0.001863777],"genre_scores_gemma":[0.9990241,0.00008448927,0.0003435966,0.000185143,0.0001126371,0.000001519471,0.00008556444,0.000006208893,0.0001567571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747143,"threshold_uncertainty_score":0.9842107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08742999846874537,"score_gpt":0.3270061266227143,"score_spread":0.2395761281539689,"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."}}