{"id":"W269390104","doi":"","title":"Factors Affecting Subscribers’ Switching between Providers within Mobile Number Portability System","year":2008,"lang":"en","type":"article","venue":"Korean Management Science Review","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service provider; Telecommunications; Quarter (Canadian coin); Service (business); Handset; Mobile telephony; Telecommunications service; Marketing; Advertising; Computer science; Mobile radio","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00287916,0.000340857,0.0005058622,0.0002992808,0.001009893,0.0003419812,0.0006784222,0.00003460755,0.0001453724],"category_scores_gemma":[0.0001043787,0.0002706025,0.0001820559,0.002303477,0.0002175223,0.003042029,0.000349418,0.0001732289,0.0003924333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759609,"about_ca_system_score_gemma":0.00003525216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003536006,"about_ca_topic_score_gemma":0.00002056507,"domain_scores_codex":[0.996822,0.00003621819,0.0007217025,0.0007954903,0.001041881,0.0005827307],"domain_scores_gemma":[0.9986054,0.00004586376,0.0005841887,0.0005796928,0.0001264381,0.00005839012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005110388,0.000112199,0.9366725,0.02042183,0.00007961659,0.00005478268,0.0008272229,0.00005091541,0.00008574742,0.006345771,0.003053403,0.03229088],"study_design_scores_gemma":[0.001526932,0.00004958483,0.9279449,0.01338187,0.001611347,0.00003772222,0.01916894,0.001811571,0.0004153019,0.0006948328,0.03052803,0.002828961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461316,0.0008030549,0.0007379269,0.0001800269,0.0005839748,0.002677386,0.000001555366,0.0004787993,0.0484056],"genre_scores_gemma":[0.9980798,0.0004441095,0.000354693,0.0005891774,0.0002282141,0.00006621972,0.00003114609,0.00002859039,0.0001780279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05194815,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957928427444649,"score_gpt":0.2834124249635442,"score_spread":0.2338331406890977,"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."}}