{"id":"W4213252392","doi":"10.1287/opre.1120.1076","title":"Contributors","year":2012,"lang":"en","type":"article","venue":"Operations Research","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001476068,0.0008877541,0.000769135,0.002122681,0.002119393,0.004788054,0.001837706,0.002193132,0.5248372],"category_scores_gemma":[0.008136242,0.0003220236,0.0006329438,0.00202847,0.0005028769,0.003632718,0.002782834,0.00188756,0.3461895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350836,"about_ca_system_score_gemma":0.002765733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542838,"about_ca_topic_score_gemma":0.003129392,"domain_scores_codex":[0.9984267,0.0001874908,0.00008645211,0.0003159779,0.0007661924,0.0002172979],"domain_scores_gemma":[0.9940827,0.0004484032,0.0001245887,0.0005181124,0.003698077,0.00112812],"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":[0.00002643202,0.00001492158,0.0001528461,0.00007184618,0.000002554912,0.00004047145,0.00004929193,0.00007935291,0.0001202515,0.00684778,0.9317144,0.06087984],"study_design_scores_gemma":[0.000003490067,0.000006242497,0.0001302798,0.00005639736,0.000001446043,0.00004368228,0.00006446047,0.00004767903,0.00006809584,0.001361562,0.9982131,0.000003513096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001616333,0.007945746,0.006546063,0.03268883,0.08341078,0.000442926,0.0061315,0.002089622,0.8591282],"genre_scores_gemma":[0.005716118,0.003869054,0.002146197,0.004591011,0.005878545,0.0001559418,0.003777143,0.0005667031,0.9732992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4751628,"threshold_uncertainty_score":0.677762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668920705705379,"score_gpt":0.3798843332891498,"score_spread":0.303195126232096,"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."}}