{"id":"W2127548627","doi":"10.32920/ryerson.14639022","title":"Who Needs a 'Killer App'? Two Perspectives on Content in Residential Broadband Networks","year":2021,"lang":"en","type":"article","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Broadband; Software deployment; Context (archaeology); Perspective (graphical); Broadband networks; Computer science; Telecommunications; World Wide Web; Geography; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003502623,0.0004614372,0.0002549838,0.00129388,0.01012235,0.01179926,0.001166044,0.006917246,0.005515683],"category_scores_gemma":[0.00713047,0.0003702164,0.0002162418,0.001199461,0.02211503,0.0174837,0.005528764,0.005702713,0.0006812116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006211553,"about_ca_system_score_gemma":0.002318942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009835232,"about_ca_topic_score_gemma":0.01026411,"domain_scores_codex":[0.9945599,0.00360582,0.00009902421,0.0002964179,0.0006389976,0.000799792],"domain_scores_gemma":[0.9943137,0.003598275,0.0004545584,0.0001523057,0.0005841715,0.0008970483],"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":[0.00003046941,0.00007507108,0.002375727,0.0001003985,0.000003132772,0.002459903,0.3516105,0.0001464603,0.0003051724,0.6113094,0.02013636,0.01144734],"study_design_scores_gemma":[0.000007857489,0.00005064864,0.001602749,0.0002249993,0.000007103275,0.001351012,0.6310255,0.0003463349,0.0004255643,0.04431568,0.3206135,0.00002901824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2259076,0.003339441,0.006055582,0.2599427,0.0005869302,0.00006848857,0.00009477561,0.00003865823,0.5039659],"genre_scores_gemma":[0.9558893,0.003227389,0.001396006,0.01218646,0.0003878956,0.00007416403,0.00004073954,0.00004048886,0.0267576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01179926,"threshold_uncertainty_score":0.04506814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603079590384371,"score_gpt":0.2435396150438559,"score_spread":0.2275088191400121,"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."}}