{"id":"W4243193511","doi":"10.1007/978-1-4939-7131-2_101323","title":"Temporal Analytics","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Analytics; Computer science; Data science","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":[0.000717176,0.001315394,0.0004816848,0.001571965,0.0005198554,0.004016784,0.00111759,0.0007545886,0.05978766],"category_scores_gemma":[0.002737653,0.0003575706,0.0005883569,0.001810813,0.0008220691,0.005499108,0.001839184,0.001747629,0.02808403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000847615,"about_ca_system_score_gemma":0.000860032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263448,"about_ca_topic_score_gemma":0.001117599,"domain_scores_codex":[0.9995806,0.00004724133,0.00002308079,0.0001009595,0.0002159326,0.00003222406],"domain_scores_gemma":[0.9992769,0.0002546637,0.00003524551,0.0001925719,0.000194807,0.00004586721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002857822,0.00002266309,0.0001724289,0.0002231227,0.00001609109,0.0000538143,0.0001831068,0.002184315,0.001334947,0.4942859,0.1696519,0.3318432],"study_design_scores_gemma":[0.000004580851,0.00001066372,0.0001794251,0.0001462833,0.00001317725,0.0001236178,0.0001048867,0.00998213,0.001268301,0.3313294,0.6568226,0.00001488782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002116354,0.01186798,0.4230725,0.004899585,0.003159661,0.0001135182,0.002337741,0.005276287,0.5471563],"genre_scores_gemma":[0.06357528,0.02517758,0.1977216,0.002224013,0.00471236,0.000286307,0.007204174,0.002939974,0.6961588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05978766,"threshold_uncertainty_score":0.2000096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145941445984446,"score_gpt":0.2232604986488666,"score_spread":0.1918010841890221,"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."}}