{"id":"W1869350118","doi":"10.5539/emr.v6n2p54","title":"Evaluating Suppliers/Consultants and Procuring Entities in the Landscape of Public Procurement in Bangladesh","year":2017,"lang":"en","type":"article","venue":"Engineering Management Research","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Business; Order (exchange); Government (linguistics); Chief procurement officer; Value for money; Corporate governance; Finance; Marketing; Economics; Public economics","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":[0.005937851,0.0002439438,0.0003344568,0.002520234,0.002500548,0.005637632,0.0007220725,0.0008313912,0.006936703],"category_scores_gemma":[0.01629402,0.0002663938,0.0002224772,0.004931785,0.001780313,0.002845056,0.002510173,0.0007362949,0.0009063166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007956347,"about_ca_system_score_gemma":0.004004513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04179322,"about_ca_topic_score_gemma":0.08628411,"domain_scores_codex":[0.9911729,0.004348122,0.0005340269,0.0004319729,0.002084478,0.001428501],"domain_scores_gemma":[0.9844956,0.004634794,0.002913631,0.0002719576,0.005616526,0.002067448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004589006,0.0003411456,0.9080754,0.0002521476,0.00005926408,0.001650274,0.03106599,0.00275054,0.001236866,0.0077855,0.002369956,0.04395395],"study_design_scores_gemma":[0.00002050271,0.0005294318,0.5995837,0.0002337796,0.00005484549,0.0003796381,0.3811079,0.003173384,0.001207945,0.00168545,0.01196394,0.00005950447],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802974,0.000209009,0.0003380096,0.0004687583,0.000006571147,0.00007290719,0.00013874,0.000003304038,0.01846529],"genre_scores_gemma":[0.9981641,0.0001183328,0.0001835568,0.00002931914,0.000001524435,0.00001961922,0.00007002041,0.000002070004,0.001411486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179322,"threshold_uncertainty_score":0.0830999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405748025664014,"score_gpt":0.3708823237826825,"score_spread":0.2303075212162811,"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."}}