{"id":"W4231733085","doi":"10.32920/ryerson.14639895","title":"Broadband Internet Usage Outside the Home: Insights from a Study of Toronto Internet Cafés","year":2021,"lang":"en","type":"preprint","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Broadband; The Internet; Internet access; Telecommunications; Business; Broadband networks; Internet privacy; Work (physics); Advertising; World Wide Web; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007576279,0.0004078198,0.0006066641,0.00004514122,0.000016665,0.0002048572,0.0006939053,0.0002307564,0.001412711],"category_scores_gemma":[0.00001874961,0.0002769284,0.0001598251,0.00004641944,0.0000395096,0.0001223803,0.0008490577,0.0004939402,0.00001959139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701477,"about_ca_system_score_gemma":0.00003695356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.220546,"about_ca_topic_score_gemma":0.1503962,"domain_scores_codex":[0.9987115,0.0000985501,0.0004971587,0.0001834153,0.0002643423,0.0002450067],"domain_scores_gemma":[0.998769,0.0001373606,0.00008862928,0.0008669283,0.00005516869,0.00008284431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005720627,0.0005379778,0.008392137,0.0003465516,0.003252841,0.00003838093,0.9383825,0.006757219,0.001662728,0.0002172475,0.03713572,0.003219458],"study_design_scores_gemma":[0.006211987,0.001483753,0.4131692,0.002842601,0.002002881,0.00003315025,0.3919057,0.04650793,0.08594944,0.001144364,0.04306361,0.005685364],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669366,0.004719648,0.0005430449,0.00001792915,0.001677365,0.0004362802,0.00003838009,0.0001865414,0.02544422],"genre_scores_gemma":[0.995547,0.0002099005,0.00003708831,0.00006912505,0.0002543617,0.00004228674,0.00006842489,0.00005876669,0.003713027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5464768,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682475921611337,"score_gpt":0.2469240087994757,"score_spread":0.2300992495833623,"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."}}