{"id":"W2092865317","doi":"10.15200/winn.142960.03096","title":"Caught in a Snow Daze","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Geology; Meteorology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004154548,0.00005369866,0.00006227508,0.00000374052,0.00004537506,0.00002385445,0.0001885353,0.00002958641,0.0001663944],"category_scores_gemma":[0.0001104147,0.00001300123,0.0000196013,0.0002736791,0.0000368514,0.00006777627,0.00006003754,0.00006335379,0.00008600821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003314526,"about_ca_system_score_gemma":0.00001217975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001832454,"about_ca_topic_score_gemma":0.001167188,"domain_scores_codex":[0.9994828,0.00005414246,0.00009275958,0.00009856434,0.0001142353,0.0001575658],"domain_scores_gemma":[0.9997886,0.0000639189,0.00001606603,0.00004399222,0.00004709389,0.00004034932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470707,0.0003534891,0.4769813,0.00000766683,0.00002058036,0.0000419382,0.006923357,0.00001930183,0.01295248,0.00643253,0.3080628,0.1879575],"study_design_scores_gemma":[0.0001321972,0.00002668449,0.6243911,0.000005001724,0.000001387485,0.000002399882,0.001612317,0.0000197151,0.0004108892,0.0127848,0.3604988,0.0001146903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964894,0.00004770364,2.362432e-7,0.02512546,0.00009255371,0.0001095101,0.000001067162,0.00002146632,0.009707991],"genre_scores_gemma":[0.9913083,0.000002509837,0.000009399596,0.0003457431,0.00008015561,0.000007756228,0.000008031163,2.152619e-7,0.008237888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878428,"threshold_uncertainty_score":0.1821902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794130989986603,"score_gpt":0.2244294150869827,"score_spread":0.1964881051871167,"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."}}