{"id":"W3167177147","doi":"10.5194/tc-15-4909-2021","title":"Impacts of snow data and processing methods on the interpretation of long-term changes in Baffin Bay early spring sea ice thickness","year":2021,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Environment Research Council; Bundesministerium für Bildung und Forschung; Sight Research UK; University of Bristol; Norges Forskningsråd; National Aeronautics and Space Administration; European Space Agency; UK Research and Innovation","keywords":"Snow; Sea ice; Firn; Geology; Sea ice thickness; Arctic ice pack; Freeboard; Cryosphere; Climatology; Arctic; Snow field; Bay; Snow line; Antarctic sea ice; Environmental science; Oceanography; Snow cover; 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":[0.004945409,0.0005526735,0.0002417409,0.0009806158,0.0004689046,0.001436626,0.0003286883,0.0003084789,0.0005496537],"category_scores_gemma":[0.006779974,0.000221393,0.0005280305,0.001244894,0.0002921757,0.000489806,0.0005811938,0.000299541,0.0001999738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091094,"about_ca_system_score_gemma":0.0007154956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07744867,"about_ca_topic_score_gemma":0.1299002,"domain_scores_codex":[0.998652,0.0005513163,0.0001249837,0.0002062532,0.000392719,0.00007262056],"domain_scores_gemma":[0.9967986,0.001293826,0.0004809317,0.0002855427,0.001055502,0.00008563063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854635,0.0001023602,0.8174561,0.0002303102,0.0008818073,0.0002413439,0.0007160328,0.0437013,0.02125328,0.0002866615,0.001699168,0.1125769],"study_design_scores_gemma":[0.00003226788,0.0001038758,0.9076745,0.00008797145,0.0001294265,0.00007385937,0.0004224259,0.08011804,0.007828332,0.000156779,0.003336003,0.00003649173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867247,0.0005174371,0.009253367,0.0001971304,0.00006283899,0.00004814858,0.001419321,0.0002003453,0.001576719],"genre_scores_gemma":[0.9844878,0.000204443,0.01236618,0.00009337063,0.00002082745,0.00003544334,0.002089988,0.00006560091,0.0006362989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07744867,"threshold_uncertainty_score":0.1539958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433028513239481,"score_gpt":0.2826886021207971,"score_spread":0.2583583169884023,"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."}}