{"id":"W1676345832","doi":"10.7282/t3jh3mhj","title":"Variations in Northern Hemisphere snowfall: an analysis of historical trends and the projected response to anthropogenic forcing in the twenty-first century","year":2008,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Climatology; Northern Hemisphere; Environmental science; Snow; Physical geography; Western hemisphere; Meteorology; Geography; Geology; Economic geography","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":[0.0004476609,0.0001562476,0.0001348402,0.0007106842,0.0002018398,0.0005399885,0.0001584911,0.0002222349,0.001062087],"category_scores_gemma":[0.0008432387,0.00008753797,0.0003515555,0.001219489,0.0001244936,0.0002771108,0.0001688896,0.0001415643,0.0002293153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006200608,"about_ca_system_score_gemma":0.0002761663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552147,"about_ca_topic_score_gemma":0.02407095,"domain_scores_codex":[0.999893,0.00001850046,0.000009071033,0.00002863086,0.00002999638,0.00002085889],"domain_scores_gemma":[0.9996841,0.00004512,0.0001141927,0.00002032994,0.00009325492,0.00004303574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007023575,0.00001873517,0.9827639,0.00004605831,0.0001408626,0.0001304356,0.0003396784,0.003989763,0.0009349723,0.0002122144,0.0008482406,0.010505],"study_design_scores_gemma":[0.000001369612,0.00001656994,0.9965841,0.000004517872,0.00001143851,0.00004182828,0.00009878801,0.001937097,0.0001007238,0.00004853609,0.001151442,0.000003466101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959961,0.0002801616,0.0002631791,0.0001227265,0.00001176474,0.000003062291,0.00219502,0.00002865723,0.001099355],"genre_scores_gemma":[0.9978176,0.0002382162,0.0001379781,0.00001169328,0.00001130491,0.000005166348,0.001495424,0.00000431562,0.0002781879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552147,"threshold_uncertainty_score":0.03086227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007813223942457325,"score_gpt":0.1804651364444318,"score_spread":0.1726519125019745,"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."}}