{"id":"W4411179281","doi":"10.3138/cjc-2024-0023","title":"The Dialectic of Broadband","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialectic; Broadband; Sociology; Philosophy; Computer science; Telecommunications; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01045891,0.0004517376,0.0004145044,0.002454026,0.007523167,0.01317382,0.001254274,0.003747252,0.004684952],"category_scores_gemma":[0.01570297,0.0002989672,0.000295158,0.002272628,0.08215605,0.0185175,0.009595484,0.006959777,0.0005287416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036624,"about_ca_system_score_gemma":0.006716087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004789348,"about_ca_topic_score_gemma":0.002112501,"domain_scores_codex":[0.9852524,0.01067284,0.0002942808,0.001242289,0.001914729,0.0006235367],"domain_scores_gemma":[0.9903712,0.00708523,0.0004748504,0.0006100932,0.000883073,0.0005755848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003516785,0.000003727901,0.00005089533,0.00001638699,7.693413e-7,0.00002097223,0.01546476,0.00004429706,0.00004696449,0.9826459,0.0004076114,0.001294134],"study_design_scores_gemma":[0.00001205127,0.00001664978,0.0002608284,0.0003707214,0.000004171995,0.0001343007,0.03635074,0.0004108054,0.0003178733,0.8363469,0.1257609,0.00001404654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08848539,0.01051776,0.06607357,0.1511214,0.0008443639,0.00008730594,0.00008811346,0.000120803,0.6826613],"genre_scores_gemma":[0.9837744,0.001607354,0.003224335,0.003430441,0.0001572816,0.00008434487,0.0000151621,0.00004499444,0.007661682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01317382,"threshold_uncertainty_score":0.07521272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808840189438972,"score_gpt":0.2301002946775115,"score_spread":0.2220118927831218,"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."}}