{"id":"W3034656420","doi":"10.1108/tcj-03-2019-0027","title":"Classy Styles Ltd., Inc.: shifting production overseas","year":2020,"lang":"en","type":"article","venue":"The CASE Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Profitability index; Shareholder; SWOT analysis; Production (economics); Management styles; Marketing; Business; Strategic management; Management; Economics; Finance; Corporate governance; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003944364,0.0001055617,0.0001076898,0.00003834676,0.0007673805,0.000386567,0.0001547895,0.00002116789,0.0002074259],"category_scores_gemma":[0.0004201751,0.00006519829,0.00006335057,0.0002306024,0.00005689137,0.0007942634,0.0001461943,0.0002748165,0.0001320528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584297,"about_ca_system_score_gemma":0.0000114882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009086765,"about_ca_topic_score_gemma":0.00004324234,"domain_scores_codex":[0.9992704,0.0000202876,0.0002017861,0.0001384773,0.0001712009,0.0001978291],"domain_scores_gemma":[0.9994977,0.00002992804,0.000230452,0.00009827171,0.0001248295,0.00001880807],"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":[0.0005844882,0.0002325293,0.1974352,0.0005668958,0.0006239336,0.009804301,0.005527478,0.00558723,0.004677372,0.03734988,0.5972102,0.1404005],"study_design_scores_gemma":[0.001360471,0.00009330076,0.01580409,0.0002317255,0.000527962,0.005255804,0.04509069,0.004725866,0.0004654514,0.004576287,0.921021,0.0008473505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465252,0.0004928526,0.00002004755,0.04419072,0.0005523924,0.00009668429,7.777509e-7,0.00006112995,0.008060165],"genre_scores_gemma":[0.986679,0.00008588345,0.00003076994,0.005698324,0.007430722,0.000001850499,8.270271e-7,0.00001121092,0.00006139991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238108,"threshold_uncertainty_score":0.5902148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642896187787346,"score_gpt":0.2365012712682375,"score_spread":0.200072309390364,"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."}}