{"id":"W2046149357","doi":"10.5430/jms.v2n1p23","title":"Assessing the Anti-corruption Strategies: Theoretical and Empirical Models","year":2011,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language change; Context (archaeology); Government (linguistics); Relevance (law); Political science; Sustainability; Public economics; Politics; Corporate governance; Economics; Economic system; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001188906,0.00006242267,0.0001069049,0.00005982057,0.0002480233,0.0003758078,0.0001059065,0.00003671744,0.0002259523],"category_scores_gemma":[0.000006395463,0.00004107489,0.00003044156,0.00005685842,0.0002542809,0.0006941768,0.00003473684,0.0001021221,0.000002476133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483292,"about_ca_system_score_gemma":0.00006496275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001844732,"about_ca_topic_score_gemma":0.0000176187,"domain_scores_codex":[0.9993002,0.00009263449,0.0002376997,0.00008199036,0.0001511446,0.0001363759],"domain_scores_gemma":[0.9996814,0.00003555632,0.0001203907,0.00004615385,0.00003897963,0.00007757745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000183098,0.00004378203,0.004180832,0.00001137843,0.00004583505,0.00002070928,0.009091371,0.00003580407,0.000003174355,0.90537,0.0001583783,0.08102044],"study_design_scores_gemma":[0.0008817319,0.0001713305,0.3695744,0.00007761198,0.0001221499,0.00004179103,0.2760002,0.002476699,0.000004103056,0.3374504,0.01292181,0.0002778892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7566792,0.0001264736,0.004389412,0.0008364958,0.0001681302,0.00007857612,1.300345e-7,0.000007131086,0.2377144],"genre_scores_gemma":[0.9974928,0.001340352,0.0006454298,0.0001379945,0.00007278688,9.815433e-7,1.361346e-7,0.000002926621,0.0003066266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5679196,"threshold_uncertainty_score":0.3623924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245537533763587,"score_gpt":0.3650465875011326,"score_spread":0.2404928341247739,"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."}}