{"id":"W2749224830","doi":"","title":"PRACTICE: VALUE CREATION FOR GLOBAL PROCUREMENT COMPETITIVENESS","year":2012,"lang":"en","type":"article","venue":"International Business 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; Function (biology); Production (economics); Value (mathematics); Industrial organization; Strategic sourcing; Dilemma; Perspective (graphical); Marketing; Commerce; Economics; Strategic planning; Computer science; Microeconomics; Strategic financial management","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":[0.008896584,0.0005902124,0.0003731489,0.001643526,0.005089169,0.01461612,0.001173701,0.003386467,0.01088325],"category_scores_gemma":[0.007523964,0.0002612521,0.000421941,0.002506984,0.01958258,0.008249004,0.008474582,0.003143516,0.002300885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0068318,"about_ca_system_score_gemma":0.0123705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720258,"about_ca_topic_score_gemma":0.003388094,"domain_scores_codex":[0.9916113,0.004850675,0.0002160327,0.0007605263,0.001637603,0.0009239311],"domain_scores_gemma":[0.9953302,0.001377012,0.0005094549,0.001211406,0.0009887506,0.000583157],"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":[0.00001458203,0.00003875569,0.001592733,0.0001853422,0.0000122499,0.0002057912,0.008221441,0.0003412756,0.0004601883,0.9136094,0.0105728,0.06474541],"study_design_scores_gemma":[0.00002298105,0.00007861081,0.002100932,0.0009429299,0.00001564971,0.0004026497,0.01708904,0.0005602,0.001186215,0.5477201,0.4298455,0.00003512486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03566173,0.004692657,0.0372536,0.08536448,0.0004380568,0.0001854786,0.00004524342,0.0001832546,0.8361754],"genre_scores_gemma":[0.9075413,0.004980348,0.03066386,0.008534623,0.0003634283,0.000256188,0.00006053078,0.0001341456,0.04746568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461612,"threshold_uncertainty_score":0.04956836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023267766962698,"score_gpt":0.4388185246326853,"score_spread":0.3364917479364155,"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."}}