{"id":"W3143978008","doi":"10.3390/w13081013","title":"Spatial and Temporal Shifts in Historic and Future Temperature and Precipitation Patterns Related to Snow Accumulation and Melt Regimes in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"National Aeronautics and Space Administration; U.S. Department of Energy; Goddard Space Flight Center; National Oceanic and Atmospheric Administration; Centro Euro-Mediterraneo sui Cambiamenti Climatici; National Science Foundation","keywords":"Precipitation; Snow; Environmental science; Snowpack; Climate change; Boreal; Climatology; Foothills; Taiga; Physical geography; Geography; Geology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003921229,0.0002181239,0.0001666726,0.001384441,0.001631108,0.001055091,0.0006558188,0.0001845469,0.001472604],"category_scores_gemma":[0.0006532569,0.000150322,0.0002368093,0.003264903,0.0004410944,0.0002237112,0.0004388845,0.0002984096,0.0001318731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02364435,"about_ca_system_score_gemma":0.02456711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967239,"about_ca_topic_score_gemma":0.9990865,"domain_scores_codex":[0.9997506,0.0000157923,0.00001022368,0.00004127236,0.00009637492,0.00008566296],"domain_scores_gemma":[0.9992456,0.00004556887,0.00007587502,0.00001717662,0.0004686544,0.0001471102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101013,0.00003618455,0.9645903,0.00006010688,0.00007502133,0.0002694991,0.001293531,0.002735494,0.0009328519,0.000495172,0.005250523,0.02415117],"study_design_scores_gemma":[0.000006083229,0.000007915706,0.991147,0.00003764126,0.00002202304,0.00004796581,0.002053213,0.002324767,0.0001322638,0.00006417733,0.004144873,0.00001225876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884857,0.0007947982,0.0003122773,0.0004486299,0.00001871038,0.00001672175,0.005123111,0.00003850538,0.004761536],"genre_scores_gemma":[0.9924866,0.0008194814,0.0006348769,0.00007957986,0.000006589011,0.00001054992,0.003133918,0.000008957593,0.002819445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364435,"threshold_uncertainty_score":0.1715526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009064505090545526,"score_gpt":0.2008321150762611,"score_spread":0.1917676099857156,"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."}}