{"id":"W4394680235","doi":"10.1080/13602381.2024.2333862","title":"Chinese guanxi in computer-mediated communications (CMC): a scoping review of business and management studies","year":2024,"lang":"en","type":"review","venue":"Asia Pacific Business Review","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Guanxi; Business; Knowledge management; China; Computer science; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.003817818,0.0006346829,0.004558653,0.0003600987,0.0002291583,0.0001210361,0.001023064,0.0002150464,0.0000198994],"category_scores_gemma":[0.003012795,0.0004789149,0.0003698043,0.007278079,0.0008857115,0.0002447325,0.0008287904,0.0003969625,0.00007322805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998192,"about_ca_system_score_gemma":0.0006960555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110568,"about_ca_topic_score_gemma":0.0003258295,"domain_scores_codex":[0.9947984,0.00149234,0.001979918,0.000658244,0.0006169234,0.0004541857],"domain_scores_gemma":[0.9959934,0.001209295,0.0009269008,0.00105957,0.0006820135,0.0001288541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[3.311163e-7,0.00003609226,0.000004347947,0.5228096,0.0001027684,0.00001373657,0.0001614902,7.73067e-9,5.44592e-10,0.0003721409,0.001544066,0.4749554],"study_design_scores_gemma":[0.0000377437,0.000002852713,0.00001689249,0.5371562,0.0007663661,0.000004322637,0.0000918616,2.575111e-7,1.504657e-10,0.00004130545,0.4616545,0.0002277009],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.949857e-7,0.9761201,0.000007104215,0.003064861,0.0007905255,0.004917462,0.00004434486,0.0001113407,0.01494411],"genre_scores_gemma":[0.000003140309,0.9978468,0.0004059776,0.0001805684,0.0001757135,0.0008822611,0.0002225913,0.00006386156,0.0002191214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4747277,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08552050541612918,"score_gpt":0.4284599702023072,"score_spread":0.3429394647861781,"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."}}