{"id":"W1570442111","doi":"","title":"\"Last mile\" or local innovation?: Canadian perspectives on community wireless networking as civic participation","year":2006,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"ICT Impact and Policies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Digital divide; Politics; Service (business); Public relations; Adaptation (eye); Telecommunications; Public administration; Business; Political science; Information and Communications Technology; Engineering; Marketing","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004372926,0.0003235628,0.0005818348,0.00157321,0.0009053634,0.0005465044,0.0008403643,0.0001913576,0.0001211351],"category_scores_gemma":[0.00117143,0.0002926727,0.0000744458,0.001453985,0.006308228,0.000979304,0.0002883762,0.0009453779,0.00003105069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625632,"about_ca_system_score_gemma":0.003479659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1045875,"about_ca_topic_score_gemma":0.04105458,"domain_scores_codex":[0.9951621,0.0001354853,0.001000924,0.0004128737,0.0003072001,0.002981392],"domain_scores_gemma":[0.9948776,0.0009138033,0.0001207727,0.000529292,0.0006030356,0.002955448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005500138,0.0001222228,0.008642017,0.00004160525,0.00001368525,0.000001064092,0.0002043328,0.00225308,0.0004400545,0.9870945,0.0000897012,0.001042744],"study_design_scores_gemma":[0.003023214,0.002831737,0.4944119,0.0004014644,0.0000620579,0.00008360719,0.02190319,0.215547,0.01898777,0.2314496,0.009362715,0.001935806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804416,0.0001064036,0.00002028809,0.002260294,0.0002016493,0.000303443,0.0002145935,0.00002249393,0.01642918],"genre_scores_gemma":[0.9982944,0.0005753709,0.0001343645,0.0003852255,0.0004567116,0.00001189295,0.00001846711,0.00002726888,0.0000963133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7556449,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096717091109337,"score_gpt":0.3502047662010586,"score_spread":0.2992375952899652,"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."}}