{"id":"W7124167136","doi":"10.65109/nujn6334","title":"Scalable mechanism design for the procurement of services with uncertain durations","year":2010,"lang":"","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Procurement; Scalability; Incentive; Incentive compatibility; Mechanism design; Service provider; Order (exchange)","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":[],"consensus_categories":[],"category_scores_codex":[0.001454841,0.0002641315,0.00028415,0.0000552064,0.0006393749,0.0004876647,0.00159726,0.000109975,0.0000583544],"category_scores_gemma":[0.00002128918,0.0001506291,0.00009399911,0.0005516946,0.00009164155,0.0002906867,0.0001212222,0.0001963718,0.00001569619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784281,"about_ca_system_score_gemma":0.0004499933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003653339,"about_ca_topic_score_gemma":0.0003922842,"domain_scores_codex":[0.9979221,0.0001035819,0.0005300755,0.0004934696,0.0004956531,0.0004551239],"domain_scores_gemma":[0.9973605,0.0005211263,0.0003969332,0.0009066599,0.0007079264,0.000106841],"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":[0.0001065373,0.0004460611,0.0001450402,0.0007131496,0.0003398931,0.000002288347,0.004338755,0.08683597,0.006838466,0.8930212,0.001538403,0.005674236],"study_design_scores_gemma":[0.0006371181,0.0006123362,0.00007197102,0.0001465476,0.00006928165,0.00001962406,0.0003799207,0.9790565,0.008739392,0.004347716,0.005673062,0.0002464843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001031045,0.0001178659,0.9925811,0.001948536,0.001018379,0.002238384,0.0000215385,0.00007124007,0.000971869],"genre_scores_gemma":[0.8564601,0.000004158856,0.1418046,0.0001368867,0.000139135,0.0001535965,0.000005745133,0.00001236524,0.001283474],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8922206,"threshold_uncertainty_score":0.6142477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923823756973119,"score_gpt":0.25346798291246,"score_spread":0.2242297453427288,"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."}}