{"id":"W7132637306","doi":"","title":"H&amp;H Group: A Global Firm with Chinese Origins (B)","year":2021,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Ethos; Slogan; Identity (music); Variety (cybernetics); Value (mathematics); Logo (programming language); Theme (computing); Mainland China; Legitimacy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001545369,0.0009404593,0.0007861441,0.0002787313,0.0004845194,0.0001714048,0.0006389625,0.0006906179,0.002141671],"category_scores_gemma":[0.0001310384,0.0007714961,0.0003188241,0.001023242,0.001123793,0.0001524543,0.0002162145,0.0006147848,0.002524341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002765223,"about_ca_system_score_gemma":0.002588911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186028,"about_ca_topic_score_gemma":0.004277599,"domain_scores_codex":[0.9958079,0.000143739,0.0005515945,0.001302649,0.001565299,0.0006288232],"domain_scores_gemma":[0.9975082,0.00004104942,0.0005452815,0.001278643,0.0002260373,0.0004008006],"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":[0.0003856299,0.001261302,0.03691085,0.0006846905,0.002003681,0.007644028,0.00006176127,0.0004138721,0.001794306,0.08943229,0.8591822,0.0002253454],"study_design_scores_gemma":[0.001024809,0.00005174339,0.01053583,0.001184021,0.0001592559,0.004095796,0.000008078146,0.00001069668,0.00001303222,0.0001045311,0.9818754,0.000936832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00474479,0.008139266,0.0007774008,0.00002222786,0.003767492,0.0005520966,0.0009171346,0.0009970325,0.9800826],"genre_scores_gemma":[0.05921031,0.00007338962,0.01076726,0.0002578465,0.007260205,0.0002952667,0.004607473,0.001370716,0.9161575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1226931,"threshold_uncertainty_score":0.9994736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185167294179961,"score_gpt":0.2649904776814505,"score_spread":0.2531388047396508,"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."}}