{"id":"W2006565385","doi":"10.4043/23824-ms","title":"Tactical Sea Ice Drift Forecasting for Summer Operation Support in the Canadian Beaufort Sea","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Beaufort sea; Arctic; Beaufort scale; Oceanography; Meteorology; Drift ice; Environmental science; Climatology; Geology; Arctic ice pack; Geography","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":[0.0004424778,0.0006412168,0.0002836007,0.0005907521,0.0008868019,0.000931896,0.001060032,0.0005761212,0.001012747],"category_scores_gemma":[0.001228244,0.000191245,0.0004239696,0.0007910343,0.0002843642,0.0003763696,0.0003600176,0.0006013853,0.0001460567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005782999,"about_ca_system_score_gemma":0.006017512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9568422,"about_ca_topic_score_gemma":0.9389753,"domain_scores_codex":[0.9998106,0.00001641228,0.000006298847,0.00003748631,0.00007306591,0.00005614855],"domain_scores_gemma":[0.9996463,0.00006525312,0.0000387804,0.00001822791,0.0001687946,0.00006275193],"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":[0.000205499,0.00008383334,0.07561339,0.00003624634,0.00005059885,0.000159368,0.0001366852,0.8909065,0.001679223,0.0006889668,0.003173932,0.02726584],"study_design_scores_gemma":[0.000006157857,0.00001590195,0.01981431,0.000005855618,0.000005767838,0.000007774714,0.00006517694,0.9791183,0.0002692019,0.00008326343,0.0005955559,0.0000127143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865813,0.0002838021,0.007178753,0.0005152455,0.0000313358,0.00002821663,0.001556681,0.0002147694,0.003609956],"genre_scores_gemma":[0.9964775,0.00009006407,0.001770969,0.00002723968,0.000005338376,0.000005805872,0.0009271195,0.000008331675,0.0006875333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04315776,"threshold_uncertainty_score":0.08682376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448750131461179,"score_gpt":0.2526584757813755,"score_spread":0.2077834626352576,"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."}}