{"id":"W4409125350","doi":"10.4018/979-8-3693-7788-8.ch017","title":"Penetrating Digital Marketing Into Rural Areas by Deploying 5G Networks","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in wireless technologies and telecommunication book series","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Business; Digital marketing; Telecommunications; Geography; Marketing; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001283407,0.0004794993,0.0004422466,0.0002394894,0.0001953016,0.0002913786,0.0005719755,0.0004891018,0.00001163653],"category_scores_gemma":[0.00004544767,0.000482191,0.00006933862,0.00009972594,0.0004318661,0.001483993,0.000356753,0.001017117,0.000006835163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307797,"about_ca_system_score_gemma":0.00001239009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001046399,"about_ca_topic_score_gemma":0.0001318954,"domain_scores_codex":[0.9988231,0.000009367133,0.0005040875,0.000166049,0.0001229563,0.0003744617],"domain_scores_gemma":[0.9989052,0.0002835343,0.0001339473,0.0006134806,0.00003111115,0.00003273421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000041041,0.00001132299,0.0007059567,0.0009620824,0.0001363699,0.00000734001,0.00123519,0.001817665,0.0002253369,0.1135181,0.001023653,0.880316],"study_design_scores_gemma":[0.0001798834,0.00008500224,0.00004189826,0.002692314,0.00004061343,0.00005749064,0.00658449,0.003100837,0.0008063827,0.02283497,0.9623022,0.001273924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009112405,0.6175912,0.0002725539,0.0008416445,0.0003125161,0.0004595156,0.00005482701,0.004549752,0.3668056],"genre_scores_gemma":[0.5608558,0.4235855,0.0002106255,0.00002576468,0.00003865178,0.00006306171,0.0001265179,0.0001311435,0.01496292],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9612786,"threshold_uncertainty_score":0.999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00440845569453315,"score_gpt":0.2165840359594918,"score_spread":0.2121755802649587,"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."}}