{"id":"W2500040093","doi":"10.1007/978-3-642-33439-9","title":"Time Series Analysis, Modeling and Applications","year":2012,"lang":"en","type":"book","venue":"Intelligent systems reference library","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Series (stratigraphy); Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004716493,0.001948913,0.001925717,0.002767872,0.0003274126,0.002308482,0.001054261,0.0009583684,0.03392647],"category_scores_gemma":[0.001882464,0.0005040723,0.0008630176,0.005258063,0.0004112559,0.002695784,0.0007840299,0.001739749,0.03773474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507522,"about_ca_system_score_gemma":0.0008074686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114661,"about_ca_topic_score_gemma":0.001616793,"domain_scores_codex":[0.9995087,0.00003876685,0.00003460672,0.00006868572,0.0003351977,0.00001405055],"domain_scores_gemma":[0.9993568,0.0002850746,0.00003217914,0.0001037707,0.0001957715,0.00002648385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002279553,0.00005627617,0.0001083986,0.000912338,0.00004576826,0.00006546061,0.00006736403,0.003735871,0.002140472,0.01348559,0.2893929,0.6899667],"study_design_scores_gemma":[0.00001506157,0.00006562969,0.0009792816,0.0004941294,0.00007372782,0.0003891452,0.00005309777,0.01849469,0.001531726,0.04336916,0.9344938,0.00004045364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00232536,0.2356333,0.4193311,0.003069814,0.01184683,0.0002501585,0.003027928,0.007936793,0.3165787],"genre_scores_gemma":[0.01289987,0.1862402,0.1196947,0.001845584,0.007697131,0.0004142693,0.004356122,0.002179801,0.6646723],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03392647,"threshold_uncertainty_score":0.1134953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277572155125289,"score_gpt":0.2199522531569408,"score_spread":0.1921950376444119,"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."}}