{"id":"W1891675786","doi":"10.29173/irie10","title":"Towards an Information Democracy: A Research Agenda","year":2007,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Political science; Information needs; Public relations; Knowledge management; Sociology; Computer science; Politics; Library science; Law","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03326076,0.0000621696,0.00009660891,0.0002508365,0.0005638797,0.0001641133,0.0009193805,0.00008562318,0.0003915459],"category_scores_gemma":[0.00849063,0.00004677186,0.00006191369,0.0005026074,0.0002137512,0.003760877,0.0001578674,0.0005303994,0.0003494062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656643,"about_ca_system_score_gemma":0.0003649782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337706,"about_ca_topic_score_gemma":0.0003714812,"domain_scores_codex":[0.9969135,0.000252004,0.0006793025,0.00004654523,0.001906232,0.0002024364],"domain_scores_gemma":[0.9966745,0.0005378745,0.0003097512,0.0001900392,0.00223409,0.00005378764],"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":[0.0000119552,0.0000113639,0.00008620742,0.0006195618,0.00001581379,1.459056e-7,0.03450474,0.000005359601,0.000001644199,0.740975,0.006153021,0.2176152],"study_design_scores_gemma":[0.00008588101,0.00001622372,0.001235682,0.0008409076,0.000007279209,6.016179e-7,0.007218253,0.0002724867,0.00005281489,0.0108256,0.9793803,0.00006398329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001713316,0.0007156012,0.01461237,0.03988154,0.0007186545,0.0005901688,0.000008825367,0.0000547208,0.9417048],"genre_scores_gemma":[0.9103773,0.05782463,0.002788091,0.02618917,0.0007104451,0.00004298206,0.0003499076,0.00001081232,0.001706612],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9732273,"threshold_uncertainty_score":0.9998613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202033287148939,"score_gpt":0.5003392326852079,"score_spread":0.2983059455362689,"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."}}