{"id":"W2601303830","doi":"","title":"TRANSPARENCY IN PUBLIC PROCUREMENT THROUGH E-PROCUREMENT IN INDIA","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Procurement; E-procurement; Business; Government (linguistics); Corporate governance; Chief procurement officer; Public sector; Accounting; Government procurement; Finance; Economics; Computer science; Computer security; Marketing; Economy","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":[0.001952525,0.0001078427,0.0001612133,0.001163377,0.001903754,0.004513418,0.0005986671,0.0006694258,0.004386901],"category_scores_gemma":[0.004810563,0.0002533727,0.0003331384,0.002868368,0.001732167,0.001943586,0.002335561,0.002053191,0.0004009721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005714749,"about_ca_system_score_gemma":0.007809447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04256161,"about_ca_topic_score_gemma":0.03510245,"domain_scores_codex":[0.9961925,0.001251034,0.0002379553,0.000173012,0.001051487,0.001094057],"domain_scores_gemma":[0.992726,0.003228643,0.001702186,0.0005157107,0.001229438,0.000597916],"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":[0.000579508,0.0006343985,0.1347143,0.001109589,0.0001113184,0.009343081,0.02282847,0.01239429,0.004547708,0.5998981,0.02607903,0.1877602],"study_design_scores_gemma":[0.0001222181,0.0005437248,0.5631225,0.001390808,0.0002438016,0.006662161,0.05005058,0.02246276,0.01035086,0.06916124,0.2754051,0.0004842076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604504,0.002955547,0.003507165,0.01835813,0.0001204731,0.00007543834,0.0002940622,0.0001793853,0.2140594],"genre_scores_gemma":[0.9962149,0.0006460925,0.0003742204,0.0002977213,0.00001656334,0.000006495126,0.00003429466,0.000005683148,0.002404059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04256161,"threshold_uncertainty_score":0.08462775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129028336489863,"score_gpt":0.2539622829595694,"score_spread":0.2126719995946708,"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."}}