{"id":"W1889123826","doi":"10.1002/grl.50238","title":"Quantifying Northern Hemisphere freshwater ice","year":2013,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Impact; University of Victoria","funders":"","keywords":"Cryosphere; Ice sheet; Northern Hemisphere; Climatology; Snow; Glacier; Antarctic sea ice; Sea ice; Arctic ice pack; Ice-sheet model; Greenland ice sheet; Physical geography; Geology; Environmental science; Oceanography; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003027675,0.0001889631,0.0001733397,0.001180642,0.0001566488,0.0004703806,0.000154065,0.00009626842,0.001115742],"category_scores_gemma":[0.0006683953,0.00007661035,0.0002157638,0.001398898,0.0001315383,0.000331852,0.0003052561,0.00008593532,0.000144157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492578,"about_ca_system_score_gemma":0.0004955156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05128837,"about_ca_topic_score_gemma":0.09738715,"domain_scores_codex":[0.9998654,0.00002162327,0.000007105617,0.00004761543,0.00003458178,0.00002358632],"domain_scores_gemma":[0.9996918,0.00003951231,0.0001197205,0.00002399349,0.00008647321,0.00003839715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007158883,0.00001155067,0.9358707,0.00008326163,0.0001207179,0.00009674014,0.0004248905,0.01947854,0.001685037,0.000982872,0.004544455,0.03662976],"study_design_scores_gemma":[0.000003799593,0.0000104934,0.9850552,0.00001740804,0.00002015707,0.00005358609,0.0001763404,0.00677753,0.0007073817,0.0002883865,0.006882097,0.000007622801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730505,0.0007541862,0.001759417,0.0001013732,0.0000103288,0.00001101374,0.01628936,0.00008248458,0.007941397],"genre_scores_gemma":[0.9885963,0.0002886737,0.001261908,0.00001433498,0.000009559726,0.00001279205,0.009241972,0.00001079221,0.0005638144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05128837,"threshold_uncertainty_score":0.1019797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07107021997923446,"score_gpt":0.2943123165054161,"score_spread":0.2232420965261816,"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."}}