{"id":"W7160363140","doi":"","title":"Diversity Drives Business: Challenges Faced by Rosa Lee at Bosch China","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Diversity (politics); China; Government (linguistics); Work (physics)","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007329058,0.002898797,0.002120443,0.001324935,0.008908947,0.0004458585,0.002444835,0.002757813,0.003405669],"category_scores_gemma":[0.0003908918,0.003083971,0.001183381,0.00130389,0.005997548,0.001127036,0.0108498,0.00239775,0.05351877],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007443784,"about_ca_system_score_gemma":0.002711815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244541,"about_ca_topic_score_gemma":0.0002323502,"domain_scores_codex":[0.9871545,0.0006362089,0.001668834,0.004648692,0.004044264,0.001847435],"domain_scores_gemma":[0.9941844,0.0001455798,0.001445968,0.002360518,0.0007791627,0.001084387],"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":[0.001139023,0.002491314,0.001556667,0.005599239,0.005892628,0.005878784,0.005621052,0.000892389,0.04154031,0.02398757,0.9044438,0.0009572295],"study_design_scores_gemma":[0.001818897,0.0001471682,0.01833219,0.004192853,0.001520589,0.001160565,0.0002279348,0.0001189867,0.002118195,0.0004903447,0.9666566,0.003215659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01657509,0.2113821,0.0001201607,0.0005818218,0.02453376,0.002236611,0.003177117,0.001291047,0.7401023],"genre_scores_gemma":[0.2754408,0.01217583,0.0002046067,0.00007948816,0.004734131,0.0002276835,0.001044918,0.001463086,0.7046294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2588657,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765508177028388,"score_gpt":0.2283206487675432,"score_spread":0.2106655669972593,"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."}}