{"id":"W2135094073","doi":"","title":"Value or Vise? – Project Management Implementation at a Canadian Research Institute","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Humanities; Context (archaeology); Management; Computer science; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01996398,0.0004257908,0.0006203977,0.00763947,0.001094923,0.001022907,0.003011065,0.0003957858,0.003352178],"category_scores_gemma":[0.0007429587,0.0003753961,0.000215469,0.001777188,0.0007844447,0.0006228808,0.00532002,0.00192768,0.0005017269],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497082,"about_ca_system_score_gemma":0.003645862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07349003,"about_ca_topic_score_gemma":0.6051912,"domain_scores_codex":[0.9912371,0.001178695,0.001575709,0.002124849,0.002043441,0.001840198],"domain_scores_gemma":[0.995514,0.0006703145,0.0003497399,0.002428042,0.000600941,0.0004369892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004195538,0.0000761081,0.01590209,0.0001832816,0.0001750461,0.0002466978,0.002291348,0.0007709018,0.000004665452,0.008694648,0.009702173,0.9615335],"study_design_scores_gemma":[0.001078731,0.0001757999,0.01474469,0.0001723479,0.00001588759,0.00002820041,0.008338551,0.003677943,0.0000623235,0.01469641,0.9563467,0.0006624406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3273821,0.00006394862,0.000007882237,0.0007095923,0.002018627,0.004653017,0.0001338055,0.00005639678,0.6649746],"genre_scores_gemma":[0.8514267,0.01308354,0.00260133,0.0002255645,0.0005307764,0.002380314,0.0002483193,0.0001138114,0.1293896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.960871,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2909911155035746,"score_gpt":0.4889730785367351,"score_spread":0.1979819630331604,"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."}}