{"id":"W4400921100","doi":"10.37500/ijessr.2024.7307","title":"ASSESSESMENT OF GLOBAL SYSTEM FOR MOBILE COMMUNICATION (GSM) ON TRAVEL DEMAND AND ECONOMIC DEVELOPMENT IN IBADAN METROPOLIS, OYO STATE, NIGERIA","year":2024,"lang":"en","type":"article","venue":"International Journal of Education and Social Science Research","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"GSM; State (computer science); Business; Economic growth; Telecommunications; Geography; Regional science; Computer 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":[0.0002738501,0.0001799513,0.0002166091,0.0006063571,0.0007398098,0.0008713051,0.0001698552,0.0002591407,0.002114445],"category_scores_gemma":[0.000700964,0.0002115063,0.000159938,0.0009352214,0.0004708236,0.0004351553,0.000574569,0.0004755385,0.0002421238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008866468,"about_ca_system_score_gemma":0.001002855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668365,"about_ca_topic_score_gemma":0.08616631,"domain_scores_codex":[0.9997912,0.00005715057,0.00002325225,0.00002321184,0.000040408,0.00006483337],"domain_scores_gemma":[0.9995019,0.0001675393,0.0001419827,0.00001309997,0.00008546893,0.00008994053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004725085,0.0001351299,0.9862766,0.00007632643,0.00001377991,0.0006328241,0.005025689,0.0001115589,0.0004504138,0.0003465352,0.0003990768,0.006484873],"study_design_scores_gemma":[0.000001388424,0.00006752115,0.9646922,0.00007426243,0.00001337881,0.0002130232,0.03308611,0.0002149279,0.00009781377,0.00006218667,0.001470131,0.00000703013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979413,0.0001583183,0.00001343732,0.0001029403,0.000004703873,0.000004247323,0.00007077339,6.532528e-7,0.001703533],"genre_scores_gemma":[0.9988596,0.0003131175,0.00002894495,0.00002148716,0.000003483513,0.00000607096,0.00007520067,8.252918e-7,0.0006912068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668365,"threshold_uncertainty_score":0.07294023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025013545540061,"score_gpt":0.4425381221397744,"score_spread":0.4022879866843738,"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."}}