{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008426414,0.00005242476,0.00009346319,0.00005071015,0.0001692943,0.00007351706,0.0004488432,0.00006235261,0.003935812],"category_scores_gemma":[0.0009767225,0.00003947417,0.00006785857,0.0001167561,0.0001214679,0.001203937,0.00002619891,0.0002084714,0.0004774515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337197,"about_ca_system_score_gemma":0.0003188085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122662,"about_ca_topic_score_gemma":0.0002888759,"domain_scores_codex":[0.9986071,0.00005276842,0.0005750133,0.00004642715,0.000616573,0.0001021358],"domain_scores_gemma":[0.9986472,0.0004472061,0.000286207,0.0001063076,0.0004718386,0.00004126231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001799985,0.00001874385,0.0001833305,0.0006127602,0.00004033774,2.583891e-7,0.1432977,0.000007271047,0.0000047646,0.2985614,0.009247716,0.5480077],"study_design_scores_gemma":[0.00006882728,0.000003258205,0.0006239546,0.001385905,0.000004377541,0.00000101216,0.004372204,0.00005177843,0.00003536267,0.0006797765,0.992717,0.0000564986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002019124,0.005742011,0.0165296,0.3034365,0.004894377,0.0006880045,0.00001671418,0.00005975373,0.6666139],"genre_scores_gemma":[0.1670675,0.7140697,0.0009992596,0.1104991,0.0001783807,0.0000208124,0.00005096858,0.000005335928,0.007108965],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9834693,"threshold_uncertainty_score":0.9969747,"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."}}