{"id":"W4235111800","doi":"10.1007/978-1-4939-7131-2_101321","title":"Temporal Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009291144,0.0001648575,0.0003822367,0.0006178532,0.00009863228,0.0001682948,0.0008722458,0.0002102905,0.08340888],"category_scores_gemma":[0.0001260693,0.0001088017,0.0004542787,0.0003294,0.0001649157,0.00004393151,0.0002021524,0.0001254484,0.005011248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970396,"about_ca_system_score_gemma":0.00003499346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365906,"about_ca_topic_score_gemma":0.0002063196,"domain_scores_codex":[0.9979427,0.000007094325,0.0005508653,0.000542343,0.0008408126,0.0001161517],"domain_scores_gemma":[0.9977496,0.0002187766,0.0003328056,0.001235317,0.0003825094,0.00008096865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001301166,0.00000390694,0.00009985492,2.984496e-7,0.00009538478,0.000001184315,0.00001272821,0.000001041058,6.988851e-7,0.3292432,0.6614591,0.009081307],"study_design_scores_gemma":[0.000008145535,0.00001406154,0.0000159108,0.000002391443,0.00008701454,7.449274e-7,0.000002600472,0.00040441,0.000006015314,0.4114468,0.5879226,0.00008938311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002036945,0.00001729595,0.04691149,0.0003354199,0.00004158002,0.0001074943,0.000044642,0.0001636015,0.9523581],"genre_scores_gemma":[0.004637154,0.000005141873,0.02262631,0.0001725398,0.0001567784,0.000006568963,0.00003472629,0.00001450014,0.9723463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08220351,"threshold_uncertainty_score":0.9957635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303292447561799,"score_gpt":0.4182032059581093,"score_spread":0.1878739612019294,"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."}}