{"id":"W2111450182","doi":"10.1111/j.1936-4490.2000.tb00225.x","title":"Trying to Resolve Manufacturing Performance Trade‐Offs: The Case of British Contract Electronics Assemblers","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Benchmarking; Valuation (finance); Flexibility (engineering); Business; Computer science; Welfare economics; Management; Economics; Marketing; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003040296,0.0001963551,0.000266866,0.0005439564,0.001689713,0.0009271579,0.0008481604,0.00006481828,0.0002654662],"category_scores_gemma":[0.0002703098,0.0001823083,0.0001032421,0.001755333,0.001581132,0.001502475,0.00001550845,0.0002613981,0.000009197842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166643,"about_ca_system_score_gemma":0.002155871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01113383,"about_ca_topic_score_gemma":0.6473754,"domain_scores_codex":[0.9978367,0.00005320187,0.0007340533,0.0003359429,0.0002107259,0.0008293943],"domain_scores_gemma":[0.998684,0.0000955404,0.0005463255,0.0001578407,0.0002853889,0.0002309385],"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":[0.0004345385,0.0003837769,0.02039962,0.001169976,0.0002985754,0.01223508,0.02699273,0.01934046,0.001790756,0.404985,0.007076402,0.504893],"study_design_scores_gemma":[0.005194547,0.01925262,0.1504451,0.005002942,0.001011022,0.06811731,0.2638635,0.1265231,0.0180024,0.04876037,0.2875734,0.006253628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359882,0.000145756,0.00008050567,0.001844113,0.0002830463,0.0002666352,0.00001416211,0.000008311199,0.06136928],"genre_scores_gemma":[0.9974139,0.00001788906,0.0009168152,0.001004341,0.0003684645,0.000007696896,0.000002959471,0.00001021823,0.0002577237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6362416,"threshold_uncertainty_score":0.9996099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06244167450201824,"score_gpt":0.2855643299382305,"score_spread":0.2231226554362123,"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."}}