{"id":"W625013117","doi":"","title":"Vendor and Client Project Managers: Exploring Complementary Competencies","year":2012,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Queen's University","funders":"","keywords":"Vendor; Computer science; Knowledge management; Process management; Engineering management; Business; Marketing; Engineering","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":[0.0005691589,0.00006767982,0.00008354882,0.00008086933,0.0004358322,0.00007997738,0.0001164487,0.00001247655,0.0003459786],"category_scores_gemma":[0.00002017995,0.00006178558,0.00002541366,0.0001372015,0.0000911566,0.0005817759,0.0001716299,0.00004338317,0.000059566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004267947,"about_ca_system_score_gemma":0.000008938731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459304,"about_ca_topic_score_gemma":0.001342503,"domain_scores_codex":[0.9991924,0.00005772814,0.0001030441,0.0001122136,0.0001773116,0.0003572839],"domain_scores_gemma":[0.9997597,0.00005014895,0.00002497776,0.00007809443,0.00001423894,0.00007284719],"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":[0.000009301699,0.0001069574,0.3825304,0.0000615875,0.00005817015,0.000003332094,0.08186708,4.776112e-7,0.00004463289,0.4774776,0.008997103,0.04884334],"study_design_scores_gemma":[0.0002417651,0.00001840096,0.0286798,0.00001828575,0.0000229706,2.704906e-7,0.1103392,0.00003795609,0.00005803943,0.0002572122,0.8601487,0.0001773712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4520777,0.0004220983,0.0001339228,0.000307997,0.0005129473,0.0003177503,9.649976e-7,0.0001337097,0.5460929],"genre_scores_gemma":[0.9941369,0.000170841,0.001373595,0.0001177768,0.0003339985,0.00003529641,0.000003099329,0.000005800826,0.003822665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8511516,"threshold_uncertainty_score":0.3788223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451549482752947,"score_gpt":0.3573550944958876,"score_spread":0.112200146220593,"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."}}