{"id":"W2148484438","doi":"10.1177/1063293x09102254","title":"The Value of Organizational Structures","year":2009,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Hierarchy; New product development; Stochastic game; Value (mathematics); Cluster (spacecraft); Computer science; Knowledge management; Operations research; Industrial engineering; Engineering; Mathematics; Business; Marketing; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004674025,0.000795855,0.0006916068,0.002329979,0.0014044,0.004595434,0.002169121,0.002041637,0.005777422],"category_scores_gemma":[0.02382963,0.0006778822,0.000918516,0.001621096,0.003257674,0.007315244,0.002348776,0.00187792,0.0006664501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004235049,"about_ca_system_score_gemma":0.001998001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554767,"about_ca_topic_score_gemma":0.001393021,"domain_scores_codex":[0.9961714,0.002033575,0.00007408891,0.0002415476,0.001023003,0.0004563513],"domain_scores_gemma":[0.9834144,0.01209332,0.001698249,0.001093628,0.001015663,0.0006847712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001633806,0.00002345498,0.0008543607,0.00005416056,0.00002743227,0.00007613879,0.0001285831,0.1717601,0.0001859441,0.8155268,0.0005209904,0.01082571],"study_design_scores_gemma":[0.00001593489,0.0000559593,0.0007126229,0.0000785162,0.00002349487,0.00007478255,0.0001847678,0.2713102,0.0002072775,0.7226944,0.004623477,0.0000184398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1992797,0.002897086,0.5995237,0.008139218,0.0001939565,0.0002324185,0.0003596097,0.0001775771,0.1891967],"genre_scores_gemma":[0.9489001,0.001313139,0.04117555,0.0001481661,0.0001107206,0.000220331,0.00008538637,0.00004665251,0.007999876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005777422,"threshold_uncertainty_score":0.03072757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004577380063870521,"score_gpt":0.1778852105157182,"score_spread":0.1733078304518476,"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."}}