{"id":"W7114917164","doi":"10.2139/ssrn.5907794","title":"Half a Century of Telecommunications Policy: A bibliometric retrospective","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Multidisciplinary approach; Bibliometrics; Corporate governance; Scholarly communication; China; Scopus; Information and Communications Technology; Bridging (networking); Digital divide","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01330205,0.0003823477,0.0007518718,0.02949638,0.003140277,0.01543664,0.001001189,0.002537663,0.00645835],"category_scores_gemma":[0.08644688,0.0006214926,0.000401656,0.07633965,0.005303824,0.01567998,0.003775213,0.004251711,0.001636123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01052533,"about_ca_system_score_gemma":0.01000419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01917155,"about_ca_topic_score_gemma":0.02119051,"domain_scores_codex":[0.9889348,0.002839269,0.001594471,0.001034366,0.004873076,0.0007239777],"domain_scores_gemma":[0.8788613,0.06294864,0.01464494,0.007203926,0.03365969,0.002681499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005177414,0.0002401864,0.04454701,0.003228491,0.0002979127,0.0004400672,0.01474687,0.001572282,0.0006888153,0.4489808,0.1387074,0.3460324],"study_design_scores_gemma":[0.00001832698,0.00008240713,0.08991595,0.005230444,0.0001026135,0.0002519156,0.00891427,0.000438506,0.001021995,0.0228649,0.8710888,0.00006974566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2165174,0.2673461,0.003834052,0.2100572,0.004584084,0.0001604218,0.02093893,0.0002875973,0.2762742],"genre_scores_gemma":[0.7745975,0.1751861,0.002305772,0.01582104,0.008753839,0.0001667537,0.007304815,0.0003774152,0.01548682],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9705036,"threshold_uncertainty_score":0.07636696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066355337259245,"score_gpt":0.2858426462881555,"score_spread":0.275179092915563,"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."}}