{"id":"W3082915863","doi":"10.5194/tc-15-883-2021","title":"Trends and spatial variation in rain-on-snow events over the Arctic Ocean during the early melt season","year":2021,"lang":"en","type":"article","venue":"The cryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climatology; Environmental science; Precipitation; Sea ice; Arctic; Snow; Arctic ice pack; Spring (device); Climate change; Oceanography; Atmospheric sciences; Geology; Geography; Meteorology","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":[0.0004894137,0.0002153022,0.0001988854,0.0009076963,0.0001808738,0.0005020629,0.0001373388,0.0001747935,0.0004045063],"category_scores_gemma":[0.000499223,0.00008951691,0.0002980167,0.0009850904,0.0001247167,0.0002583683,0.0002334691,0.0001427133,0.0001361109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874898,"about_ca_system_score_gemma":0.0002866152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0276712,"about_ca_topic_score_gemma":0.04325122,"domain_scores_codex":[0.9998472,0.00002520056,0.00002004999,0.00004689237,0.00003384848,0.0000268055],"domain_scores_gemma":[0.9994693,0.00007137607,0.0002041551,0.00002795681,0.0001655043,0.00006174922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025253,0.00001197775,0.9914446,0.00002484999,0.00009762615,0.00005069123,0.0002456749,0.0003744271,0.001789932,0.00002995167,0.0001681355,0.005659542],"study_design_scores_gemma":[9.405965e-7,0.00001072842,0.9991205,0.000004684227,0.00001367418,0.00001319197,0.0001033454,0.0002913497,0.0001414735,0.000004956636,0.000293421,0.000001510072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982277,0.0002630498,0.0001016356,0.00001306506,0.000005615214,0.000002113955,0.001035907,0.00001046442,0.0003405291],"genre_scores_gemma":[0.9978412,0.0002057376,0.0002041996,0.000007446964,0.0000105045,0.000004445933,0.001519716,0.000003919678,0.0002027004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0276712,"threshold_uncertainty_score":0.05502027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005492422081893386,"score_gpt":0.1918156836391494,"score_spread":0.186323261557256,"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."}}