{"id":"W2268600965","doi":"","title":"Increasing your Profit Margin through Electronic Procurement","year":2000,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Custom Security Industries (Canada)","funders":"","keywords":"Procurement; Purchasing; Enabling; Business; Profit margin; Profit (economics); Intranet; The Internet; Marketing; Computer science; Economics; World Wide Web","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002920746,0.0004142126,0.0003289764,0.0002877525,0.0006559889,0.000680104,0.0007443476,0.0001288526,0.001687878],"category_scores_gemma":[0.00009139591,0.0003666624,0.000210433,0.0007851517,0.00005565753,0.002892527,0.00009371398,0.002076522,0.00110688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196264,"about_ca_system_score_gemma":0.001627439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009657734,"about_ca_topic_score_gemma":0.0007988393,"domain_scores_codex":[0.9934005,0.00004732035,0.0005460646,0.0004162804,0.0006868209,0.004902978],"domain_scores_gemma":[0.9991366,0.00001752665,0.0003395818,0.0002923502,0.0001777605,0.00003617983],"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":[0.0004046711,0.0001920556,0.01074373,0.00006969694,0.0003019631,0.000006889968,0.0001374947,0.00001615758,0.0006448224,0.8829076,0.003568155,0.1010067],"study_design_scores_gemma":[0.001696043,0.0001053026,0.001191848,0.0000590285,0.000137284,0.000316151,0.0003819031,0.000235549,0.00004673918,0.4928175,0.5024086,0.0006040505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089974,0.005551079,0.001879585,0.01323268,0.0003563903,0.001024816,0.000002020173,0.0004613806,0.1684947],"genre_scores_gemma":[0.9809875,0.002096475,0.0001246862,0.002864079,0.004926614,0.00004303106,0.00002693424,0.00008526023,0.008845345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4988405,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519048736959578,"score_gpt":0.2443700833100346,"score_spread":0.2291795959404389,"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."}}