{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04995886,0.0008322539,0.002027441,0.004112457,0.008008394,0.032052,0.003392149,0.01968301,0.01076561],"category_scores_gemma":[0.05447444,0.0006275307,0.001104878,0.008903427,0.02753686,0.0547938,0.01061491,0.01177844,0.001897956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008217353,"about_ca_system_score_gemma":0.0323691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921157,"about_ca_topic_score_gemma":0.0018723,"domain_scores_codex":[0.9679243,0.0217492,0.0009669263,0.001795914,0.005141151,0.002422565],"domain_scores_gemma":[0.8707584,0.09385569,0.007169414,0.005299389,0.01361651,0.00930067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003887136,0.0001868897,0.001113952,0.0008926295,0.00002500339,0.00006898722,0.001924038,0.0003804087,0.00009962831,0.9611749,0.01091657,0.02317808],"study_design_scores_gemma":[0.00004738485,0.00006330365,0.0006350703,0.001485181,0.00002404163,0.0001063688,0.009389558,0.001027968,0.0002101159,0.9161447,0.07083725,0.00002913847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008858153,0.04097934,0.03162171,0.8317463,0.002488534,0.0001949113,0.0001201079,0.00007110252,0.08391991],"genre_scores_gemma":[0.715349,0.1173525,0.05522089,0.08499227,0.009787952,0.001099235,0.0004224644,0.0001301578,0.01564558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04995886,"threshold_uncertainty_score":0.2642109,"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."}}