{"id":"W2103055462","doi":"10.14430/arctic149","title":"A Century of Climate Change for Fairbanks, Alaska","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frost (temperature); Environmental science; Spring (device); Precipitation; Snow; Climate change; Climatology; Atmospheric sciences; Air temperature; Snow cover; Physical geography; Geography; Geology; Meteorology; Oceanography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003714042,0.0003580808,0.0001912554,0.00187985,0.0008164579,0.001050358,0.0001884112,0.0003620221,0.006128445],"category_scores_gemma":[0.0006756223,0.0001407907,0.0002564378,0.00272196,0.0001646074,0.001091573,0.0005695223,0.0004976807,0.001120532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181769,"about_ca_system_score_gemma":0.00128232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.136647,"about_ca_topic_score_gemma":0.2019018,"domain_scores_codex":[0.9998451,0.00001106063,0.00001892893,0.00005363966,0.00005036861,0.00002072929],"domain_scores_gemma":[0.9997068,0.00002536603,0.00007549068,0.00002977844,0.0001023123,0.0000601696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003031737,0.0001025198,0.5657637,0.001362688,0.0004419982,0.0006798483,0.005012062,0.01014355,0.002542773,0.002816672,0.1762091,0.2346219],"study_design_scores_gemma":[0.00000791727,0.00002267653,0.7815281,0.0002333421,0.00004914035,0.000174834,0.001511785,0.0004854657,0.0002633988,0.0005424502,0.2151491,0.00003169195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.60465,0.02618492,0.001683943,0.002175982,0.002468297,0.00005908854,0.2868293,0.0005789151,0.07536945],"genre_scores_gemma":[0.8193968,0.0137314,0.003505708,0.000480437,0.0004923798,0.0001681495,0.1193415,0.0001189253,0.04276464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136647,"threshold_uncertainty_score":0.2717034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314794007040476,"score_gpt":0.2536660813292941,"score_spread":0.2105181412588894,"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."}}