{"id":"W3174255759","doi":"10.1561/103.00000030","title":"Quantifying Organizational Ability at Manufacturing Plants","year":2021,"lang":"en","type":"article","venue":"Data Envelopment Analysis Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Manufacturing engineering; Biochemical engineering; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001625036,0.00022003,0.0003729091,0.0005214004,0.0008642055,0.00100622,0.0008350878,0.00005789614,0.0127699],"category_scores_gemma":[0.0001948913,0.0002065744,0.0001510695,0.0009249078,0.00003842368,0.001744119,0.001946327,0.0002384761,0.0006605693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153152,"about_ca_system_score_gemma":0.00006524186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005358975,"about_ca_topic_score_gemma":0.0007677181,"domain_scores_codex":[0.9974728,0.00005325807,0.0006829165,0.0005732825,0.0008328166,0.0003848824],"domain_scores_gemma":[0.9985701,0.00006320063,0.000356821,0.0007956328,0.0001713689,0.0000428177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000972151,0.0006103787,0.8825864,0.000269913,0.007382734,0.000836404,0.0002863399,0.004105941,0.001231884,0.003769992,0.08542246,0.01340032],"study_design_scores_gemma":[0.0008617274,0.000002567906,0.3668967,0.00003946527,0.001718547,0.00005154111,0.0009202526,0.01229433,0.001109022,0.001314044,0.6140973,0.0006945604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685643,0.0002619853,0.01916064,0.004468643,0.0007600686,0.0001502657,0.0001218427,0.0001210956,0.006391112],"genre_scores_gemma":[0.985924,0.0001892467,0.002334757,0.001947112,0.0008348128,0.000002348564,0.008006371,0.00002273431,0.0007386233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286748,"threshold_uncertainty_score":0.9881325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07867326843680575,"score_gpt":0.2810557035711049,"score_spread":0.2023824351342992,"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."}}