{"id":"W2105318070","doi":"10.19030/iber.v10i2.1801","title":"Applications Of Operations Research/Statistics In Infection Outbreak Management","year":2011,"lang":"en","type":"article","venue":"International Business & Economics Research Journal (IBER)","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Outbreak; Statistics; Operations research; Actuarial science; Computer science; Medicine; Business; Engineering; Mathematics; Pathology","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":[0.003609621,0.0001588927,0.0002019975,0.003085542,0.0004012269,0.0004245578,0.0008283423,0.00007410876,0.001889306],"category_scores_gemma":[0.0003054259,0.0001696565,0.00006879326,0.001499982,0.0002438351,0.001545449,0.0005563004,0.0005489739,0.0009880245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070503,"about_ca_system_score_gemma":0.0001134813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007612072,"about_ca_topic_score_gemma":0.007478722,"domain_scores_codex":[0.9975072,0.00008195006,0.000905944,0.0003626686,0.0006755345,0.0004666902],"domain_scores_gemma":[0.9961712,0.00006157521,0.0001085918,0.0003561281,0.003257882,0.00004462226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002203366,0.001475705,0.02584875,0.000353465,0.000256944,0.00003383054,0.0004420114,0.02612771,0.00005964186,0.8641953,0.01092985,0.07005645],"study_design_scores_gemma":[0.001796544,0.00003781128,0.3174067,0.0002055142,0.0000390869,0.00002233137,0.001856386,0.03683952,0.00006690002,0.1038908,0.5373024,0.0005360577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4933365,0.0002306956,0.07406005,0.01062815,0.004118204,0.003467166,0.0001718674,0.0001245742,0.4138628],"genre_scores_gemma":[0.9920437,0.002216593,0.002643728,0.0001923983,0.0006903365,0.0003131567,0.0001538843,0.00002913924,0.001717064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603045,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238032130993042,"score_gpt":0.3607307269304008,"score_spread":0.2369275138310966,"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."}}