{"id":"W2594662108","doi":"","title":"Rain-on-snow Events in Southwestern British Columbia: A Long-term Analysis of Meteorological Conditions and Snowpack Response","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Snowpack; Snow; Term (time); Environmental science; Meteorology; Climatology; Snowmelt; Geography; Physical geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009500425,0.00009002217,0.0003297458,0.00006531494,0.000126638,0.00005868853,0.000119726,0.00007029626,0.0001668594],"category_scores_gemma":[0.00076563,0.0001061967,0.0000740288,0.0006280781,0.00009878816,0.00008568531,0.00003178584,0.000103471,0.00001559502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009851427,"about_ca_system_score_gemma":0.00003532097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07408839,"about_ca_topic_score_gemma":0.7875935,"domain_scores_codex":[0.9987052,0.0002346251,0.0003149917,0.0002637449,0.000236793,0.0002446184],"domain_scores_gemma":[0.9987866,0.0007271494,0.0001287021,0.0001388195,0.00008261244,0.0001361022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006906982,0.00003141153,0.9963545,0.000004338843,0.0001147347,0.00002201176,0.000372244,0.001614104,0.00000427746,7.461893e-7,0.0004962518,0.0009162922],"study_design_scores_gemma":[0.0005109627,0.0001658099,0.9963728,0.00004980848,0.0001279574,0.000004871802,0.0006348597,0.001847611,3.877605e-7,0.00006843117,0.0001003355,0.0001162337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984781,0.000502583,0.00001351709,0.0001623973,0.00008626314,0.0001464835,0.0002029172,0.00001891662,0.0003887816],"genre_scores_gemma":[0.9990906,0.00004487341,0.0002135427,0.000158729,0.00002646732,0.000004035822,0.0001209035,0.000003047792,0.0003377618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7135051,"threshold_uncertainty_score":0.9320773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639661757203635,"score_gpt":0.263925827406385,"score_spread":0.2275292098343486,"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."}}