{"id":"W4366605595","doi":"10.1002/9781119828242.ch6","title":"Major Field Expeditions to Study Sea Ice","year":2023,"lang":"en","type":"other","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Drift ice; Antarctic sea ice; Oceanography; Arctic; Geology; Cryosphere; Climatology; Arctic sea ice decline; Snow; Physical geography; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009678723,0.0008337089,0.0003431026,0.003795791,0.001949484,0.0005832021,0.0006592278,0.0002285771,0.01738709],"category_scores_gemma":[0.0004385869,0.0002546837,0.0002862618,0.003452029,0.0004233612,0.0004917211,0.001080437,0.000855374,0.01252414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000825558,"about_ca_system_score_gemma":0.001964054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02076263,"about_ca_topic_score_gemma":0.0769877,"domain_scores_codex":[0.9996462,0.00003901394,0.00002181865,0.00009089051,0.000133328,0.00006878556],"domain_scores_gemma":[0.9993584,0.00004102695,0.00005734208,0.00009831433,0.0002725389,0.0001723758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008349406,0.0004249163,0.06091247,0.0008291038,0.00007087499,0.0006011633,0.002744596,0.0005824008,0.01421148,0.006398447,0.3563887,0.5560009],"study_design_scores_gemma":[0.00003057425,0.0001046504,0.07241991,0.000148476,0.00001422177,0.0002290846,0.0007942238,0.0001080578,0.001416752,0.000370672,0.924342,0.00002129586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2150427,0.01552161,0.01923129,0.001786152,0.003124639,0.004276784,0.1434526,0.003731027,0.5938333],"genre_scores_gemma":[0.1948985,0.019185,0.08625382,0.001701367,0.001562363,0.003169099,0.234976,0.002206799,0.4560471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02076263,"threshold_uncertainty_score":0.05816561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410863547611415,"score_gpt":0.2413957450413359,"score_spread":0.2272871095652217,"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."}}