{"id":"W4238474306","doi":"10.32920/ryerson.14639784","title":"Canada's Telecommunications Policy Environment","year":2021,"lang":"en","type":"preprint","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Telecommunications; Competition (biology); Telecommunications service; Cable television; Business; Liberalization; Wireline; Service provider; Broadband; Wireless; Service (business); Economics; Marketing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00250895,0.0005831034,0.000471372,0.003607293,0.01864724,0.0153121,0.001724393,0.003522628,0.01686966],"category_scores_gemma":[0.009005007,0.000606392,0.000538845,0.00658197,0.004484545,0.001938426,0.002354017,0.003881603,0.001346693],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2384367,"about_ca_system_score_gemma":0.4570225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969802,"about_ca_topic_score_gemma":0.9966422,"domain_scores_codex":[0.9885609,0.0005122072,0.0001574109,0.0004875728,0.006568537,0.003713505],"domain_scores_gemma":[0.990049,0.001146281,0.0003516454,0.000207064,0.005717294,0.002528823],"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":[0.0000610983,0.00007369229,0.007846606,0.0002704683,0.00003810257,0.0009056206,0.002396877,0.00362199,0.0007804913,0.6540006,0.2810839,0.04892059],"study_design_scores_gemma":[0.00001819131,0.00001426556,0.008139493,0.0002074156,0.00001410391,0.00007922557,0.001678338,0.0008419508,0.0002624881,0.006736348,0.9819322,0.0000761244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03765187,0.009420689,0.002398898,0.1560666,0.001381596,0.0002709301,0.006096485,0.0004939561,0.7862189],"genre_scores_gemma":[0.4777836,0.01422937,0.005533312,0.0523346,0.0004913771,0.0002754198,0.00335857,0.000339537,0.4456543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2384367,"threshold_uncertainty_score":0.8833055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093873682296097,"score_gpt":0.2233644307329748,"score_spread":0.2124256939100138,"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."}}