{"id":"W4246629592","doi":"10.32920/ryerson.14639310","title":"What If There Is No Killer Application? An Exploration of a User-Centric Perspective on Broadband","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":"Broadband; Broadband networks; Perspective (graphical); Telecommunications; Business; Computer science","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":[0.007101413,0.0002780691,0.0002778079,0.001030529,0.006705778,0.01315779,0.0007786638,0.002755985,0.003816618],"category_scores_gemma":[0.01237298,0.0002968065,0.0002148345,0.001104792,0.0144492,0.02100903,0.004713036,0.003736463,0.0004597884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620341,"about_ca_system_score_gemma":0.001713009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269773,"about_ca_topic_score_gemma":0.003541326,"domain_scores_codex":[0.9915757,0.006615694,0.000107089,0.0003439056,0.0007513594,0.0006063689],"domain_scores_gemma":[0.9890332,0.008719576,0.000577735,0.0003023121,0.0007250962,0.0006420952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000484651,0.0000561419,0.004754736,0.00009396541,0.000006159132,0.001012983,0.6364243,0.0001654491,0.001461807,0.3339323,0.003141548,0.01890217],"study_design_scores_gemma":[0.000007571828,0.00009805914,0.002039522,0.0002009922,0.000009296381,0.001009074,0.7935017,0.0008832716,0.0007012628,0.04622567,0.1552897,0.00003385974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6374914,0.002636639,0.03064794,0.06294885,0.0002786092,0.00005937399,0.00005196576,0.00008369562,0.2658015],"genre_scores_gemma":[0.9885954,0.001093466,0.001483527,0.002360004,0.00005783095,0.00001585675,0.000009795516,0.00004490986,0.006339107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01315779,"threshold_uncertainty_score":0.03755635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285849110185869,"score_gpt":0.2850944419381701,"score_spread":0.2622359508363115,"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."}}