{"id":"W3208186448","doi":"","title":"THINK PIECE ON ACCOUNTABILITY","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Accountability; Political science; Computer science; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007228413,0.0001076562,0.0001334425,0.00004946024,0.00224719,0.0006838972,0.001061896,0.00008878349,0.001222132],"category_scores_gemma":[0.002681006,0.0001148629,0.00007816757,0.00007086683,0.0003891611,0.0003095751,0.0002421472,0.0001573047,0.0005180103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020597,"about_ca_system_score_gemma":0.0002465053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005171942,"about_ca_topic_score_gemma":0.02088866,"domain_scores_codex":[0.9975166,0.001395966,0.0002193898,0.0003457557,0.0002594791,0.0002628604],"domain_scores_gemma":[0.9971057,0.0005913589,0.00023565,0.001354004,0.0005545066,0.0001587553],"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":[0.00001330445,0.0003562094,0.01767883,0.00001010241,0.00001940811,0.000001319376,0.07172531,0.000002406911,0.0001685151,0.5503387,0.001596545,0.3580894],"study_design_scores_gemma":[0.0007064998,3.455859e-7,0.2433683,0.0002861267,0.00001092725,0.00000122756,0.003075343,0.0006106338,0.002404835,0.006071825,0.7430204,0.0004435566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3331139,0.00002532263,0.001560374,0.02853172,0.0003188497,0.0001707042,0.000005447868,0.0001158283,0.6361578],"genre_scores_gemma":[0.9549682,0.0001594815,0.002779919,0.0002832159,0.00003030958,0.00001148925,0.00001096543,0.00000972516,0.04174672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7414238,"threshold_uncertainty_score":0.9996909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103477716372155,"score_gpt":0.2858537745137851,"score_spread":0.2548189973500636,"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."}}