{"id":"W3211806434","doi":"10.5267/j.ijdns.2021.9.004","title":"The effects of entrepreneurial orientation, social media, managerial ties on firm performance: Evidence from Vietnamese SMEs","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Entrepreneurial orientation; Business; Structural equation modeling; Small and medium-sized enterprises; Interpersonal ties; Entrepreneurship; Social media; Marketing; Business administration; Industrial organization; Psychology; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002199483,0.00006432816,0.0001320625,0.00004206437,0.0006162183,0.0003903411,0.00127352,0.00003432167,0.00001873744],"category_scores_gemma":[0.009310199,0.00004778336,0.00003868974,0.0002909877,0.001030685,0.001163562,0.0003039728,0.0001234249,0.000001477661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004849762,"about_ca_system_score_gemma":0.0005584597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004327996,"about_ca_topic_score_gemma":0.0001797203,"domain_scores_codex":[0.9977666,0.0002031381,0.0002963277,0.0001788888,0.001375205,0.0001799082],"domain_scores_gemma":[0.9952393,0.003614845,0.0003356638,0.0001353915,0.000590766,0.0000840237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00114681,0.0001662451,0.04457612,0.00002754502,0.0002063203,0.0001012639,0.06505912,0.00005017762,0.0009374736,0.009058124,0.02040657,0.8582642],"study_design_scores_gemma":[0.006246035,0.001015806,0.691119,0.00663662,0.0004444846,0.00004428968,0.06087906,0.00149503,0.007635996,0.05529353,0.1678821,0.001307998],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870649,0.0008238713,0.00002915195,0.001797373,0.009329331,0.00004444512,0.00002234608,0.000005108595,0.0008834477],"genre_scores_gemma":[0.9908931,0.004570672,0.0001856446,0.00007326798,0.00420355,8.876245e-7,0.000007452132,0.000002809158,0.00006266651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8569562,"threshold_uncertainty_score":0.9990348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408008383199248,"score_gpt":0.3256093464618468,"score_spread":0.3015292626298543,"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."}}