{"id":"W4405656297","doi":"10.62754/joe.v3i8.5432","title":"Strategic Importance of Corporate Communication and Leadership Styles in the Performance of Slovakian SMEs","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Banking, Crisis Management, COVID-19 Impact","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Business; Internal communications; Leadership style; Knowledge management; Job satisfaction; Public relations; Marketing; Psychology; Political science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001215718,0.00007959507,0.0001736831,0.00004167655,0.0000521558,0.00007247756,0.0003803526,0.00003786232,0.00007710352],"category_scores_gemma":[0.00002156756,0.00002815479,0.00006057777,0.0002199543,0.0001057952,0.0002936164,0.00003499115,0.0001929311,0.000001102445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856113,"about_ca_system_score_gemma":0.00001514056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005088178,"about_ca_topic_score_gemma":0.0005329472,"domain_scores_codex":[0.9990759,0.0001203788,0.0004236826,0.00007874232,0.0001883716,0.0001128704],"domain_scores_gemma":[0.9990536,0.0002041885,0.0005950664,0.00007301413,0.00005271631,0.00002141705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002598721,0.0006030075,0.6734973,0.001481587,0.0003417644,0.0001094233,0.009868295,0.0003051572,0.157895,0.1017777,0.00362686,0.050234],"study_design_scores_gemma":[0.0001945621,0.0008661505,0.9776894,0.0004091495,0.00004660713,0.00003982241,0.007720645,0.0004952603,0.001107206,0.01045377,0.0008550664,0.0001223012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946586,0.002592083,6.819579e-7,0.001904482,0.00003345737,0.00008125459,0.000003897467,0.00000438596,0.0007211217],"genre_scores_gemma":[0.9989519,0.0007444419,0.00004679722,0.0001639606,0.00004772739,9.091697e-7,0.000002166154,8.98975e-7,0.00004118089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3041922,"threshold_uncertainty_score":0.1148119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009273563226422,"score_gpt":0.281837729396013,"score_spread":0.08091037307337076,"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."}}