{"id":"W1605772634","doi":"10.15353/joci.v3i4.2357","title":"Community Wireless: Policy and Regulation Perspectives","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); The Internet; Order (exchange); Balance (ability); Internet privacy; Wireless; Political science; Public relations; Business; Computer science; Telecommunications; World Wide Web; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009121309,0.00008537478,0.000147689,0.0001357601,0.0006986819,0.00002380527,0.0003314828,0.00004000317,0.000004709981],"category_scores_gemma":[0.0001120939,0.0000583051,0.00003412704,0.0001464946,0.0001997223,0.0004398729,0.00006843578,0.001037073,0.000003251447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005911316,"about_ca_system_score_gemma":0.00004271095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424154,"about_ca_topic_score_gemma":0.00001737401,"domain_scores_codex":[0.9991242,0.0003081231,0.0003210998,9.708011e-7,0.0001327335,0.0001128817],"domain_scores_gemma":[0.9990086,0.0004175677,0.0001436295,0.0002675389,0.0001113878,0.00005125862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001216355,0.00002127848,0.0001284367,0.00004616377,0.0000416851,2.785626e-8,0.9927474,0.003099478,0.0001632836,0.0006683469,0.001961201,0.001110596],"study_design_scores_gemma":[0.0004510265,0.000210995,0.03955999,0.00006665042,0.0000366165,0.001255111,0.9506649,0.002090954,0.001008539,0.001495354,0.003024431,0.0001354064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902134,0.0001543255,0.0007655054,0.0002327397,0.00003506683,0.00003586927,0.000003041551,0.00002987318,0.008530203],"genre_scores_gemma":[0.9985161,0.001178497,0.00005282101,0.000128365,0.00006700351,1.437012e-7,0.000001110595,0.000007577328,0.0000483996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04208241,"threshold_uncertainty_score":0.5373766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792988535191324,"score_gpt":0.2674802953340908,"score_spread":0.2395504099821776,"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."}}