{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003697568,0.000226083,0.0002666371,0.0008216363,0.002624545,0.0001069271,0.001285031,0.00008505045,0.00003068695],"category_scores_gemma":[0.0008429469,0.0002581342,0.00005218021,0.00242406,0.000228395,0.0003476327,0.001086976,0.0006423122,0.000006780175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009151152,"about_ca_system_score_gemma":0.001172437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7861594,"about_ca_topic_score_gemma":0.9485732,"domain_scores_codex":[0.9984924,0.00009640295,0.000569593,0.000262309,0.0001764578,0.000402883],"domain_scores_gemma":[0.9978573,0.0003999464,0.0004002105,0.00104859,0.0002759719,0.00001802361],"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":[0.00003178273,0.0004426362,0.0528456,0.00004170442,0.0002149416,0.00000170112,0.01162117,0.0004145515,0.0001884847,0.8615618,0.004238926,0.06839672],"study_design_scores_gemma":[0.002538157,0.00004523635,0.1991066,0.000110483,0.0001107802,0.00001067522,0.1858694,0.009306867,0.00004710543,0.2666266,0.3345608,0.001667265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8423251,0.0008009212,0.001340629,0.1309458,0.00011538,0.001505923,0.0002231222,0.0003310637,0.02241208],"genre_scores_gemma":[0.9859054,0.000069556,0.00929985,0.002567731,0.0001909611,0.0007627296,0.0008747781,0.00004746775,0.0002815213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949352,"threshold_uncertainty_score":0.9999871,"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."}}