{"id":"W113639307","doi":"10.2166/nh.2005.0024","title":"Distribution of snow cover over Northern Eurasia","year":2005,"lang":"en","type":"article","venue":"Hydrology research","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Northern Hemisphere; Snow; Snow line; Snow cover; Snow field; Physical geography; Climatology; Spatial distribution; Spatial variability; Environmental science; Geology; Geography; Meteorology; Remote sensing","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":[0.0002591185,0.0001002818,0.000168729,0.0006768371,0.000129827,0.0002792777,0.0001550424,0.00007731454,0.0005832212],"category_scores_gemma":[0.0004726093,0.00006783782,0.0001114998,0.0007829283,0.0001923458,0.0002005042,0.0002556038,0.00006272121,0.0000878194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289958,"about_ca_system_score_gemma":0.0002523058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02269197,"about_ca_topic_score_gemma":0.02859306,"domain_scores_codex":[0.9998881,0.00001377511,0.00001427658,0.00004223673,0.00001947599,0.00002217412],"domain_scores_gemma":[0.9996865,0.00005319912,0.0001162943,0.00002144645,0.0000795915,0.0000430239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835402,0.00001069674,0.974876,0.00003544714,0.0000846281,0.0003169243,0.0008464211,0.0008241408,0.006722568,0.0001620504,0.0001931464,0.01574451],"study_design_scores_gemma":[0.000001734284,0.00001027799,0.9989941,0.000004102665,0.00000486721,0.00009845907,0.000125421,0.0002876706,0.0001091154,0.00002434645,0.0003381661,0.000001747199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988486,0.0001637367,0.00007542931,0.000008062308,6.09286e-7,0.000001288231,0.000336167,0.000003263266,0.0005628551],"genre_scores_gemma":[0.9989499,0.0001260849,0.0001113305,0.000003169873,0.000001725224,0.000002566899,0.000596841,0.000001392273,0.0002069613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02269197,"threshold_uncertainty_score":0.04511976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116405595136753,"score_gpt":0.3105124262742521,"score_spread":0.2593483703228845,"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."}}