{"id":"W4387642129","doi":"10.1177/09728201231200948","title":"Aldous Glare Trade &amp; Exports: The Dilemma of Establishing an Assessment Centre","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Management Cases","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Attrition; Business; Marketing; Dilemma; Officer; Operations management; Management; Engineering; 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":[0.0343658,0.0009171784,0.0008409856,0.002813306,0.01684308,0.03085832,0.006649656,0.01813822,0.03953043],"category_scores_gemma":[0.0547281,0.001421949,0.0006645087,0.002127649,0.02039465,0.02899504,0.01826221,0.02617211,0.01923738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0138721,"about_ca_system_score_gemma":0.04197213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03949629,"about_ca_topic_score_gemma":0.02747927,"domain_scores_codex":[0.9674565,0.01108227,0.001496366,0.00516302,0.009417091,0.005384644],"domain_scores_gemma":[0.8699255,0.02505628,0.003932359,0.008242227,0.03563467,0.05720903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009698093,0.0001508701,0.002011337,0.0002623174,0.00001456621,0.0008706199,0.004862418,0.0003250868,0.0003163588,0.2138126,0.6792337,0.09804317],"study_design_scores_gemma":[0.00004203496,0.00009461411,0.00157845,0.0006380416,0.000008308318,0.0006882332,0.008625317,0.0006397694,0.0003095093,0.0275809,0.9596918,0.0001031267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00847629,0.005350889,0.01304488,0.8374316,0.00692762,0.0001888504,0.000165059,0.001329429,0.1270853],"genre_scores_gemma":[0.2940404,0.008455563,0.04427112,0.3704813,0.007465845,0.0006375112,0.0005087156,0.002402616,0.2717369],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03953043,"threshold_uncertainty_score":0.1817459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407347768655091,"score_gpt":0.2958130925806363,"score_spread":0.2550783157151272,"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."}}