{"id":"W1986058442","doi":"10.7790/ajtde.v2n1.27","title":"Building a digital society: Questions for communication researchers","year":2014,"lang":"en","type":"article","venue":"Journal of Telecommunications and the Digital Economy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"University of Canberra","keywords":"Variety (cybernetics); Digital society; Value (mathematics); Engineering ethics; Sociology; Data science; Public relations; Computer science; Political science; Internet privacy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210717,0.00005585172,0.0001516934,0.00004173848,0.0009552776,0.0006675795,0.0005987405,0.00005146282,0.000004470266],"category_scores_gemma":[0.001924003,0.00004329688,0.0001726239,0.0001030767,0.0009416919,0.0006974096,0.00008843771,0.0002111949,0.000002236238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091226,"about_ca_system_score_gemma":0.0001780997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008099615,"about_ca_topic_score_gemma":0.00003105735,"domain_scores_codex":[0.999258,0.0001534212,0.000295559,0.00004743942,0.00008254319,0.0001630484],"domain_scores_gemma":[0.9956012,0.003482403,0.0002568441,0.0002742394,0.0002746458,0.0001106069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001771402,0.00004728288,0.0009253823,0.000005338978,0.00007147034,1.962501e-8,0.008061688,0.000006808011,0.000001024885,0.9329267,0.001423977,0.05651266],"study_design_scores_gemma":[0.0006009221,0.00003026683,0.00009604077,0.00002145431,0.00001907516,0.000003102269,0.009871923,0.0003111038,0.000002851212,0.2463359,0.742652,0.00005541246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2767148,0.00575438,0.03490181,0.2462915,0.0004149091,0.001600321,0.00009311715,0.00009281257,0.4341364],"genre_scores_gemma":[0.9930043,0.0007923752,0.00549093,0.0002350529,0.0001899045,0.00002217745,0.000004856506,0.000007599836,0.0002527525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.741228,"threshold_uncertainty_score":0.734732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467321400238386,"score_gpt":0.35840927378022,"score_spread":0.3116771337563815,"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."}}