{"id":"W2982184820","doi":"10.5194/tcd-9-3709-2015","title":"Inconsistency in precipitation measurements across Alaska and Yukon border","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Snow; Climatology; Environmental science; Rain gauge; Atmospheric sciences; Meteorology; Geology; 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":[0.0004810649,0.0001151326,0.0002763254,0.0007594277,0.0004648848,0.0006714826,0.000226575,0.0001486712,0.0004702817],"category_scores_gemma":[0.001568483,0.00009660592,0.0001294813,0.001491234,0.0002518933,0.0003502713,0.0005289148,0.0001452162,0.00008300345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574641,"about_ca_system_score_gemma":0.0005848595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1149312,"about_ca_topic_score_gemma":0.1801907,"domain_scores_codex":[0.9996262,0.00006362529,0.00005778851,0.0001081318,0.0001072221,0.00003703689],"domain_scores_gemma":[0.9990195,0.0001718706,0.0002376238,0.0001015145,0.0004232287,0.00004622827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008105607,0.000007571439,0.9903734,0.00001946994,0.00005983823,0.00006738703,0.0004045486,0.0009034266,0.001692811,0.00006988916,0.0001475207,0.006173003],"study_design_scores_gemma":[0.000002039963,0.000008749527,0.9973507,0.000007834638,0.00001653851,0.00003040352,0.0007333435,0.0009298497,0.0005192382,0.00003975355,0.0003576374,0.000003870678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99839,0.00008012997,0.0002301755,0.00001062076,0.000004453009,0.0000020199,0.0004589522,0.00001152294,0.0008122438],"genre_scores_gemma":[0.9989839,0.00003298382,0.000227766,0.0000055573,0.000001145074,0.000002550841,0.0006133016,0.000003133587,0.0001295466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8850688,"threshold_uncertainty_score":0.2285244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08646481796638017,"score_gpt":0.3111559139950689,"score_spread":0.2246910960286887,"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."}}