{"id":"W2060105841","doi":"10.1145/2591888.2591904","title":"A reputation based electronic government procurement model","year":2013,"lang":"en","type":"article","venue":"","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Reputation; Procurement; Transparency (behavior); Government (linguistics); Business; Government procurement; Process (computing); Industrial organization; Computer science; Marketing; Computer security","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000788493,0.00005810703,0.00006366333,0.00002676317,0.0001141869,0.0001135331,0.0002099821,0.00002276346,0.003187777],"category_scores_gemma":[0.0001425249,0.00003942146,0.0000429393,0.0002399847,0.00002315093,0.000246764,0.00002223626,0.0000501032,0.001737998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009748609,"about_ca_system_score_gemma":0.00006428843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004256017,"about_ca_topic_score_gemma":0.00000437396,"domain_scores_codex":[0.9984227,0.00004020517,0.0002667985,0.0002485698,0.0008751358,0.0001465353],"domain_scores_gemma":[0.9992838,0.0001235506,0.0001024123,0.0003066601,0.0001310336,0.00005253221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000017966,0.0002292402,0.0003448427,0.000001737899,0.000009903881,7.964464e-8,0.0001760663,0.06154863,0.007208192,0.7577343,0.04802713,0.1247019],"study_design_scores_gemma":[0.0001002109,0.00002143322,0.0002903906,7.146924e-7,0.00000222944,3.48576e-7,0.0002220664,0.5137704,0.004704074,0.470199,0.01063638,0.00005279283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03495904,0.000006708791,0.9159278,0.004129635,0.00001641085,0.0003931384,0.000001817245,0.00005415242,0.04451129],"genre_scores_gemma":[0.976459,5.051651e-7,0.005510857,0.0009512238,0.00001908064,0.0002695908,0.000001289244,0.000003769423,0.01678466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9415,"threshold_uncertainty_score":0.9990393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707672461573601,"score_gpt":0.3573003933749406,"score_spread":0.2865331472175805,"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."}}