{"id":"W2562188672","doi":"10.17238/issn2409-0239.2015.2.69","title":"Methodological Recommendations for Evaluating Suppliers of Goods, Works, Services during Auctions, Tenders, and Other Competitive Procurement Procedures","year":2015,"lang":"en","type":"article","venue":"Rocket-Space Device Engineering and Information Systems","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Association of Optometrists","funders":"","keywords":"Call for bids; Procurement; Common value auction; Business; Goods and services; Request for proposal; Industrial organization; Operations management; Commerce; Marketing; Engineering; Economics; Microeconomics","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":[0.001116056,0.0001770047,0.0002446432,0.0003162207,0.0001634233,0.0003829097,0.00009768784,0.00008093038,0.000004072653],"category_scores_gemma":[0.0003403287,0.0001574881,0.00003043308,0.0002821976,0.00001594243,0.003016912,0.00007825663,0.00009024242,0.000004351329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004557181,"about_ca_system_score_gemma":0.00003471246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576978,"about_ca_topic_score_gemma":0.00001459901,"domain_scores_codex":[0.9989663,0.00001855517,0.0004265378,0.0001377429,0.0002276544,0.0002231576],"domain_scores_gemma":[0.9991241,0.0000861126,0.0003592735,0.00009572564,0.0002949802,0.00003979112],"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":[0.001124742,0.0004059269,0.07426231,0.1014513,0.00186023,0.000001095131,0.04026368,0.08120406,0.004588551,0.6280807,0.03450964,0.0322478],"study_design_scores_gemma":[0.003472121,0.0001025233,0.003967421,0.001991005,0.0001820979,0.00002163068,0.04561145,0.2087309,0.0003983263,0.0001937302,0.7345306,0.00079822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214145,0.007573167,0.1181433,0.01861064,0.003631451,0.01105589,0.0002412033,0.001899949,0.01742984],"genre_scores_gemma":[0.9939504,0.00004113625,0.004765057,0.0003706247,0.0004227986,0.000280571,0.0001055574,0.00001881355,0.00004504591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000209,"threshold_uncertainty_score":0.6422178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09876825350350898,"score_gpt":0.3185125716820699,"score_spread":0.2197443181785609,"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."}}