{"id":"W3201323004","doi":"10.22230/cjc.2021v46n3a3921","title":"Open Communication about Network Neutrality? Assessing the Internet Traffic Management Transparency of Canadian Internet Carriers","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Net neutrality; Transparency (behavior); The Internet; Internet traffic; Bandwidth throttling; Business; Neutrality; Internet privacy; Computer security; Computer science; World Wide Web; Political science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714069,0.0000984827,0.0002044986,0.0001974419,0.0006104534,0.0007326478,0.003510804,0.00008985654,0.0004994296],"category_scores_gemma":[0.0000719711,0.00009198852,0.00009038808,0.0008245011,0.0003786346,0.0008160822,0.0000902653,0.0003466682,0.000002611585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129741,"about_ca_system_score_gemma":0.002546614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7959989,"about_ca_topic_score_gemma":0.9949202,"domain_scores_codex":[0.9975383,0.001224447,0.0005515846,0.00009685873,0.000274179,0.0003146812],"domain_scores_gemma":[0.9977524,0.0001999371,0.0005059691,0.0007144116,0.0003667405,0.0004605646],"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":[0.0000253789,0.0000679368,0.09666611,0.00007473121,0.0006666339,0.00003930775,0.2220108,0.002215101,0.000006346092,0.5494057,0.06801091,0.06081105],"study_design_scores_gemma":[0.000388475,0.00002685648,0.07519881,0.0006617634,0.0001260581,0.00000933833,0.07362409,0.0002505126,0.00002630403,0.002338538,0.8471591,0.000190183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5370499,0.01264513,0.00009854661,0.07937286,0.0006751738,0.0005581445,0.00002709472,0.00001100149,0.3695621],"genre_scores_gemma":[0.9952146,0.002066977,0.0007794122,0.0007830994,0.00005841266,0.000006248537,0.00004290576,0.00001054247,0.001037808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7791482,"threshold_uncertainty_score":0.706494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175991732993657,"score_gpt":0.3212524645393042,"score_spread":0.2694925472093676,"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."}}