{"id":"W4244569787","doi":"10.1002/9780470391341.ch18","title":"Five Examples","year":2008,"lang":"en","type":"other","venue":"Wiley series in probability and statistics","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aggregate (composite); Payment; Computer science; World Wide Web; Materials 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001686146,0.0004133689,0.0009124009,0.000320069,0.0001564512,0.0001534911,0.000702411,0.0005101172,0.001743027],"category_scores_gemma":[0.005345092,0.0003222559,0.00007399654,0.0004352866,0.001838752,0.0002047627,0.000365015,0.0004651143,0.0001144736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007188017,"about_ca_system_score_gemma":0.0002655297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096165,"about_ca_topic_score_gemma":0.01349263,"domain_scores_codex":[0.9958824,0.0005394153,0.001021335,0.001141769,0.0009807139,0.0004343647],"domain_scores_gemma":[0.9966252,0.001467747,0.0003796936,0.001188943,0.0001692581,0.0001691146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001071694,0.0002139424,0.0064054,0.0002419779,0.00003017553,0.00006640579,0.002204223,0.0001186102,6.84597e-7,0.1613561,0.7727828,0.05647254],"study_design_scores_gemma":[0.0001836731,0.00008592178,0.0008464417,0.0001229335,0.000008436624,0.00002077601,0.000125305,0.0003051521,0.000001157011,0.564388,0.4336215,0.0002906768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002538917,0.02239399,0.2237523,0.001521809,0.003720827,0.00548929,0.02293803,0.0007981812,0.7168466],"genre_scores_gemma":[0.00118408,0.01703705,0.2905704,0.0002150571,0.0002498532,0.0001229429,0.000172824,0.0002572124,0.6901906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4030319,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477455553718777,"score_gpt":0.333058310257925,"score_spread":0.2482837547207372,"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."}}