{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003813702,0.000960019,0.001780571,0.001729715,0.000607998,0.003040365,0.00145006,0.001496892,0.006834453],"category_scores_gemma":[0.03623167,0.0007778885,0.0008485237,0.002599366,0.001987822,0.006483255,0.001924002,0.002877976,0.002134056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995191,"about_ca_system_score_gemma":0.0007005108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081032,"about_ca_topic_score_gemma":0.002193321,"domain_scores_codex":[0.9975806,0.0007951702,0.0002114461,0.0006304968,0.0006563442,0.0001259192],"domain_scores_gemma":[0.9928176,0.004807877,0.0005957212,0.0009522012,0.0007038556,0.0001227349],"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":[0.0001215116,0.00002944387,0.001654145,0.0005321915,0.0001614309,0.0001435599,0.000301437,0.0737185,0.002680947,0.6546597,0.01616147,0.2498357],"study_design_scores_gemma":[0.00001608352,0.00004254018,0.001686767,0.000204525,0.00006330942,0.0002075696,0.0001061811,0.3433797,0.002332725,0.6395011,0.01239309,0.00006636821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006227104,0.005066944,0.9795467,0.000446134,0.000230415,0.00001765606,0.0002072142,0.0003582474,0.007899517],"genre_scores_gemma":[0.2890998,0.01499449,0.6530514,0.0007628702,0.001998433,0.0003050668,0.001455372,0.001846246,0.03648628],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006834453,"threshold_uncertainty_score":0.02286351,"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."}}