{"id":"W3137497881","doi":"10.32847/business-navigator.62-17","title":"RISK MANAGEMENT OF POSTAL AND COURIER SERVICES","year":2021,"lang":"en","type":"article","venue":"Business Navigator","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Business; Postal service; Political science; Public administration","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":[],"consensus_categories":[],"category_scores_codex":[0.0001073682,0.000126117,0.0001675271,0.00005399998,0.00008708255,0.0001484734,0.0001464828,0.00004455877,0.0001872786],"category_scores_gemma":[0.00002835013,0.0001194915,0.00004009205,0.0003069062,0.0001030213,0.0004719626,0.0002116975,0.0000598244,0.00004789831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001014803,"about_ca_system_score_gemma":0.00001394322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391907,"about_ca_topic_score_gemma":0.00002583487,"domain_scores_codex":[0.9991247,0.000005463834,0.0002297767,0.0002370982,0.0002526262,0.0001503372],"domain_scores_gemma":[0.9991432,0.00001938334,0.0001874525,0.0001765234,0.0004603135,0.00001314856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001382644,0.0005399237,0.2596833,0.005667383,0.0005055788,0.0004268619,0.000115124,0.00009811809,0.0006816617,0.7125846,0.003516985,0.01604229],"study_design_scores_gemma":[0.001773253,0.000007562261,0.7159954,0.0006797903,0.0003758127,0.00001779845,0.0009309771,0.00186193,0.0004998397,0.01885044,0.2584911,0.000516182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644238,0.0008757627,0.0005594089,0.0009794809,0.000862335,0.0001521564,0.00005845718,0.00007409689,0.03201448],"genre_scores_gemma":[0.9969857,0.00027834,0.000841975,0.0007053115,0.0005537663,0.000006509432,0.0001045584,0.00002003551,0.0005037723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6937341,"threshold_uncertainty_score":0.4872722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009622990996337124,"score_gpt":0.2182619514679012,"score_spread":0.2086389604715641,"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."}}