{"id":"W4255365912","doi":"10.18080/jtde.v5n4.136","title":"Telecommunications is an Essential Service","year":2017,"lang":"en","type":"article","venue":"Journal of Telecommunications and the Digital Economy","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Telecommunications service; Universal service; Government (linguistics); Disadvantaged; Commission; Service (business); Acknowledgement; Business; Engineering; Marketing; Computer security; Computer science; Economics; Economic growth; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0002136509,0.00009205502,0.0001770878,0.00006119667,0.0006241004,0.0008986315,0.001336895,0.00003616495,0.0000305211],"category_scores_gemma":[0.00003642356,0.00006686577,0.00007937051,0.00003827746,0.0001955268,0.001304161,0.0001619598,0.0002345002,0.00001577156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001754689,"about_ca_system_score_gemma":0.00003158593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004452289,"about_ca_topic_score_gemma":0.00005031065,"domain_scores_codex":[0.9994873,0.0000232402,0.0003094738,0.00002384964,0.00003641776,0.0001197267],"domain_scores_gemma":[0.9982577,0.0001232148,0.0002299684,0.001202417,0.0001051954,0.00008152844],"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":[0.0004888382,0.001758151,0.02521503,0.0003822802,0.00541768,0.000005147027,0.1350041,0.01031996,0.0007140564,0.3170706,0.0534862,0.450138],"study_design_scores_gemma":[0.004450142,0.0001455276,0.03108872,0.0001111291,0.0002236688,0.0005754986,0.00652414,0.02357269,0.000954904,0.0280371,0.9036142,0.0007022538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.761758,0.001460703,0.0003165795,0.02013143,0.0001219249,0.000133111,0.0000354861,0.0000367896,0.216006],"genre_scores_gemma":[0.9979153,0.001067386,0.0004049649,0.0003707662,0.00008345702,0.000004535267,0.000005697252,0.00001402963,0.0001338467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8501281,"threshold_uncertainty_score":0.8665525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788331621812527,"score_gpt":0.2610279164818884,"score_spread":0.2431446002637632,"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."}}