{"id":"W1563913307","doi":"10.1002/9780470284704.ch4","title":"Best Estimates, Excursions, and Averages","year":2008,"lang":"en","type":"other","venue":"","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Statistics; Computer science; Mathematics","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":[],"category_scores_codex":[0.00005650436,0.0001698957,0.0002937416,0.0000606743,0.00003206608,0.00001559242,0.00007505331,0.0001679467,0.01128795],"category_scores_gemma":[0.0008259027,0.0001235037,0.0000221818,0.00003330107,0.00009872051,0.000007248584,0.00005030655,0.0001157036,0.0001707349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005776751,"about_ca_system_score_gemma":0.00001728018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121172,"about_ca_topic_score_gemma":0.00001424827,"domain_scores_codex":[0.9994031,0.00002745856,0.0001282912,0.00019292,0.0001114431,0.0001367862],"domain_scores_gemma":[0.9989036,0.0007330582,0.00006374501,0.000206093,0.0000132274,0.00008030171],"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":[5.877224e-7,0.00002724776,0.00003447112,0.0001003199,0.00001414943,0.00001224446,0.00001075434,2.192268e-9,0.00000168339,0.2053211,0.7806123,0.01386511],"study_design_scores_gemma":[0.0001828824,0.00006785224,0.00005698494,0.0005216072,0.00006460353,0.00004697779,0.00001790662,0.0001141817,0.000028752,0.3434978,0.6550294,0.0003710868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000004596536,0.0008697922,0.1151901,0.00003754445,0.0001008004,0.0001199344,0.00005129099,0.0001404896,0.8834855],"genre_scores_gemma":[0.000004351975,0.001023649,0.5117878,0.0000330435,0.00005149081,0.000004917351,0.000002622329,0.0001050823,0.486987],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3965977,"threshold_uncertainty_score":0.9896159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010591938897188,"score_gpt":0.3872182949135117,"score_spread":0.2861591010237929,"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."}}