{"id":"W4283078451","doi":"10.1016/j.telpol.2022.102402","title":"Voices from Northern Canada: Integrating stakeholder expectations in telecommunications policy for rural, remote and Northern regions","year":2022,"lang":"en","type":"article","venue":"Telecommunications Policy","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Innovation, Science and Economic Development Canada","keywords":"Stakeholder; Indigenous; Context (archaeology); Rural area; Business; Broadband; Telecommunications service; Telecommunications; Geography; Public relations; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.009447117,0.0005380054,0.0006738957,0.001125039,0.05036264,0.02251505,0.002716318,0.01204039,0.006464791],"category_scores_gemma":[0.0137096,0.00067604,0.0006109098,0.002925572,0.009540352,0.003855367,0.006615054,0.01314778,0.0004350656],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1496176,"about_ca_system_score_gemma":0.3163944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909137,"about_ca_topic_score_gemma":0.9963463,"domain_scores_codex":[0.9889346,0.001801031,0.0002000673,0.0004786267,0.0023067,0.006278899],"domain_scores_gemma":[0.9811942,0.006241671,0.0005202068,0.0002043081,0.004960514,0.00687913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003651431,0.0001224958,0.02082332,0.000615107,0.00006944928,0.006315257,0.4835385,0.001710844,0.004530584,0.1593588,0.2751302,0.0474203],"study_design_scores_gemma":[0.00002410414,0.0000210485,0.009385316,0.0004026791,0.00003368333,0.0002674766,0.6847099,0.0004275663,0.0006836975,0.005426567,0.2984738,0.0001441101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2206798,0.006376886,0.001045493,0.6439719,0.001186942,0.0001303234,0.0004484345,0.00005957724,0.1261007],"genre_scores_gemma":[0.7961761,0.003965362,0.001159072,0.1295675,0.0002299178,0.00008939891,0.0001377458,0.0001368492,0.06853803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1496176,"threshold_uncertainty_score":0.9863231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169297229458367,"score_gpt":0.2728436012576281,"score_spread":0.2311506289630444,"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."}}