{"id":"W7132870374","doi":"","title":"Essays in Industrial Organization and Inventory Management","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Order (exchange); Decentralization; Process (computing); Portfolio; Strategic business unit; Product (mathematics); Organizational unit; Inventory management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064177,0.00098936,0.000642394,0.002406233,0.001984364,0.004482185,0.0009151641,0.002077553,0.009128949],"category_scores_gemma":[0.00556622,0.0003509085,0.0005822656,0.004150162,0.006954174,0.004068139,0.001094321,0.002597983,0.001954799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005367569,"about_ca_system_score_gemma":0.002984588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004918051,"about_ca_topic_score_gemma":0.003664494,"domain_scores_codex":[0.9985838,0.0005801611,0.0001033139,0.0001769258,0.0004305166,0.0001252528],"domain_scores_gemma":[0.9952911,0.003362929,0.0004010483,0.0003176213,0.000441644,0.0001857203],"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":[0.00002925582,0.00004324299,0.000670242,0.0003195243,0.0000165363,0.00007690275,0.001555095,0.002024934,0.0000804208,0.8391697,0.1172848,0.03872928],"study_design_scores_gemma":[0.00001292527,0.00003334726,0.001298003,0.0006818241,0.000008775521,0.00007081348,0.000841987,0.0008457231,0.00006027425,0.3325575,0.6635762,0.00001255844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008739815,0.4080745,0.01875879,0.1051745,0.01164428,0.00006309387,0.0003277595,0.0001452174,0.4470721],"genre_scores_gemma":[0.3481296,0.3860452,0.01156563,0.01492402,0.03757844,0.000223464,0.0005562198,0.0002094952,0.200768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009128949,"threshold_uncertainty_score":0.03894454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271306636962336,"score_gpt":0.2691017464746331,"score_spread":0.2419710827783995,"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."}}