{"id":"W2044242157","doi":"10.1177/0196859909340799","title":"Reforming Policy to Promote Local Broadband Networks","year":2009,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"ICT Impact and Policies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broadband; Public policy; Top-down and bottom-up design; Government (linguistics); Inclusion (mineral); Local government; Broadband networks; Business; Public participation; Public administration; Political science; Public relations; Telecommunications; Sociology; Engineering; Economic growth; Economics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847583,0.0000884442,0.000158022,0.0002118667,0.00006915408,0.0000392702,0.0003852156,0.00006411772,0.000009691978],"category_scores_gemma":[0.00003613416,0.00007625636,0.00006045015,0.0002621526,0.00003446368,0.0002611688,0.00002783416,0.0002867127,0.000009457798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336558,"about_ca_system_score_gemma":0.00003288883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008363246,"about_ca_topic_score_gemma":0.000003035346,"domain_scores_codex":[0.9992952,0.00003222018,0.0003571178,0.00001689448,0.0001242765,0.0001742991],"domain_scores_gemma":[0.9993231,0.0000298949,0.00009756644,0.0003346481,0.00009027712,0.0001245596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007757006,0.00007278522,0.0001315292,0.00001705368,0.00007761174,0.000002712399,0.03924919,0.4176775,0.003428398,0.002334973,0.03697583,0.4999548],"study_design_scores_gemma":[0.002995684,0.002034732,0.06715768,0.001726607,0.0001366491,0.001292965,0.009864755,0.05569916,0.02156726,0.007906659,0.8281469,0.001470928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802903,0.003865884,0.09660694,0.008113079,0.0004558122,0.0001466861,0.000001106731,0.0001172316,0.01040293],"genre_scores_gemma":[0.9970515,0.0006525982,0.0008042078,0.0008512288,0.0005629851,6.827365e-7,0.000001372114,0.00001218514,0.00006320173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7911711,"threshold_uncertainty_score":0.3109644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187284464702172,"score_gpt":0.305932543677126,"score_spread":0.2840596990301043,"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."}}