{"id":"W1575046873","doi":"","title":"Openness: The Central Issue in Telecom Policy Reform and ICT Development","year":2010,"lang":"en","type":"article","venue":"Information Technologies and International Development","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Telecommunications; Telecom infrastructure sharing; Information and Communications Technology; Quarter (Canadian coin); The Internet; Convergence (economics); Business; Economics; Economic growth; Political science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01398159,0.0003680519,0.0007257665,0.001418269,0.005776381,0.01608621,0.0009866698,0.00658882,0.003111687],"category_scores_gemma":[0.0239296,0.0002911962,0.0005492671,0.002747745,0.03732521,0.01819619,0.008762634,0.009075912,0.0004829247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047693,"about_ca_system_score_gemma":0.01120936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413222,"about_ca_topic_score_gemma":0.001637735,"domain_scores_codex":[0.9849153,0.008348064,0.0006023816,0.001159616,0.0028224,0.002152216],"domain_scores_gemma":[0.9804255,0.01373125,0.001607171,0.001244654,0.001633958,0.001357547],"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":[0.000008256035,0.00001307143,0.0002259952,0.00006678054,0.000002844179,0.00003600939,0.001691516,0.0002645502,0.00006751022,0.9869,0.00229532,0.008428077],"study_design_scores_gemma":[0.00001306925,0.00002492446,0.001072927,0.0005786074,0.000004823706,0.00009284676,0.002867184,0.0003393607,0.0002917437,0.8881895,0.1065084,0.00001659282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03712077,0.02973094,0.02668626,0.5038595,0.00184545,0.0001070951,0.00006054864,0.0000837045,0.4005058],"genre_scores_gemma":[0.9163124,0.01259149,0.00415336,0.03158012,0.002387203,0.0002064839,0.00003651403,0.0000778533,0.03265461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01608621,"threshold_uncertainty_score":0.07601583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005798704064045661,"score_gpt":0.2224931665115576,"score_spread":0.2166944624475119,"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."}}