{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0110884,0.001057523,0.001229282,0.002127557,0.009682736,0.01593819,0.002147635,0.02717379,0.04092687],"category_scores_gemma":[0.05353942,0.0004598449,0.00110669,0.001731711,0.02243108,0.01886303,0.00682809,0.04284663,0.007910243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145406,"about_ca_system_score_gemma":0.01193894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375867,"about_ca_topic_score_gemma":0.02784633,"domain_scores_codex":[0.9871145,0.005172687,0.0004511142,0.0015761,0.003940936,0.001744552],"domain_scores_gemma":[0.9664075,0.02207065,0.0008665294,0.002245245,0.006086162,0.002323874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002048213,0.000008277645,0.00005411815,0.00006386658,0.00001166337,0.00003697403,0.0008898463,0.00005029077,0.0000253688,0.3940003,0.5977569,0.007081985],"study_design_scores_gemma":[0.00002357245,0.000009898838,0.0002487024,0.0004981882,0.00001314301,0.00002687277,0.001410324,0.00008113257,0.00009361477,0.2526106,0.7449577,0.00002606974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003579632,0.004617969,0.0006118813,0.9088371,0.02237304,0.00000927514,0.00008724967,0.000024495,0.06308099],"genre_scores_gemma":[0.06617983,0.005128735,0.0009427048,0.7154558,0.02777079,0.0001276365,0.000123386,0.0002678684,0.1840032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04092687,"threshold_uncertainty_score":0.136914,"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."}}