{"id":"W2075371006","doi":"10.1108/01443571311295626","title":"Metaphors in operations management theory building","year":2013,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Operations management; Management theory; Process management; Computer science; Theory of constraints; Business; Management; 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":[0.01132744,0.001435728,0.001000729,0.006437065,0.004041721,0.007792885,0.001988245,0.002056708,0.009098668],"category_scores_gemma":[0.02294151,0.0006684829,0.001323935,0.005514627,0.02252698,0.0168906,0.005035862,0.004976203,0.0008645793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579347,"about_ca_system_score_gemma":0.00286342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577542,"about_ca_topic_score_gemma":0.001366095,"domain_scores_codex":[0.9891362,0.009235959,0.0003323148,0.000341456,0.0006659794,0.000288146],"domain_scores_gemma":[0.9784672,0.01716248,0.001472193,0.001121241,0.001101005,0.0006758985],"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":[0.00001878966,0.00002406635,0.0002045585,0.0002295183,0.00001228149,0.0001331301,0.008124526,0.001310567,0.0001250501,0.9802948,0.00105089,0.008471825],"study_design_scores_gemma":[0.00001773995,0.00002728461,0.0001885797,0.0003619358,0.00001004796,0.0001934967,0.008144489,0.004385646,0.0001196286,0.9702598,0.01626443,0.000026871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08455301,0.02266259,0.6554623,0.04000836,0.001748602,0.0004891914,0.0003194929,0.0003432137,0.1944133],"genre_scores_gemma":[0.8207494,0.004677898,0.1687925,0.00138574,0.0002374513,0.0005344612,0.0001369109,0.00009975204,0.003385888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01132744,"threshold_uncertainty_score":0.05990595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817218363824752,"score_gpt":0.3917353770788973,"score_spread":0.3435631934406498,"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."}}