{"id":"W2182008788","doi":"10.29173/irie25","title":"What is this absence called transparency?","year":2007,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Accountability; Audit; Revelation; Public interest; Corporate governance; Law and economics; Politics; Business; Context (archaeology); Freedom of information; Political science; Accounting; Public relations; Economics; 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":[0.02009446,0.0004093645,0.001285539,0.002740046,0.005508407,0.01471502,0.001963661,0.00798237,0.00580883],"category_scores_gemma":[0.08401478,0.0005360848,0.0008317354,0.00284919,0.04286154,0.0233646,0.00736608,0.008578263,0.001307219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004189467,"about_ca_system_score_gemma":0.006191402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997984,"about_ca_topic_score_gemma":0.001353967,"domain_scores_codex":[0.9618268,0.01939929,0.001797091,0.003338706,0.01083399,0.002804209],"domain_scores_gemma":[0.8908697,0.06656368,0.01713011,0.01028491,0.01178655,0.003364963],"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":[0.00004862731,0.00003065207,0.002014155,0.0004706219,0.00003342954,0.0003024291,0.007255699,0.0002592266,0.0004007712,0.9450911,0.01755715,0.02653622],"study_design_scores_gemma":[0.00002579927,0.00003744626,0.001179432,0.0009660763,0.00003570673,0.0008555464,0.004983363,0.0003926032,0.0005050171,0.8641251,0.1268359,0.00005806696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03430497,0.01940187,0.04510495,0.6471537,0.005111445,0.00007803326,0.0004767908,0.0002606454,0.2481075],"genre_scores_gemma":[0.9281694,0.01037053,0.006994026,0.03706159,0.005388037,0.0001403848,0.0001634568,0.0002095035,0.01150309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02009446,"threshold_uncertainty_score":0.106271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699202497996857,"score_gpt":0.3913984982468378,"score_spread":0.3214782484471521,"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."}}