{"id":"W1995161114","doi":"10.1287/inte.2014.0776","title":"Introduction: 2014 Franz Edelman Award for Achievement in Operations Research and the Management Sciences","year":2015,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Centers for Disease Control and Prevention","keywords":"Competition (biology); Management; Analytics; Cover (algebra); Engineering; Operations research; Computer science; Data science; Economics","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":[0.006283628,0.001643043,0.001701394,0.003955809,0.002680568,0.01146077,0.0022632,0.004861007,0.180707],"category_scores_gemma":[0.01275042,0.0006318779,0.001260643,0.001872072,0.001068707,0.004241932,0.004952893,0.00564265,0.121929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869702,"about_ca_system_score_gemma":0.006076949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298626,"about_ca_topic_score_gemma":0.007110291,"domain_scores_codex":[0.9941676,0.0002696989,0.0002368871,0.0005114375,0.003904266,0.0009102279],"domain_scores_gemma":[0.9837377,0.0007088934,0.0005192737,0.0004326019,0.008968922,0.005632539],"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":[0.00001532073,0.00001258206,0.00005043956,0.00004099851,0.000002173111,0.00001183874,0.000008862517,0.00002427705,0.00004473921,0.001284283,0.9811809,0.01732357],"study_design_scores_gemma":[0.000009633485,0.00002758097,0.0006584442,0.0001362461,0.000003782073,0.00003750678,0.00003134177,0.00006075905,0.00006320955,0.001197954,0.9977603,0.00001319089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001025683,0.02003372,0.001901229,0.1259733,0.6873959,0.0002727195,0.001906031,0.0006626997,0.1608287],"genre_scores_gemma":[0.007462638,0.01851737,0.00136975,0.01599002,0.2116597,0.0002107023,0.002116987,0.0006767702,0.741996],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.180707,"threshold_uncertainty_score":0.6045251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455476352642409,"score_gpt":0.3621413515305761,"score_spread":0.2165937162663352,"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."}}