{"id":"W4407208029","doi":"10.24251/hicss.2025.722","title":"Bridging IT Competence and Digital Orientation: Exploring the Influence of IT Management and Board IT Competencies on Firm Performance through Digital Orientation","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bridging (networking); Competence (human resources); Knowledge management; Business; Psychology; Computer science; Social psychology","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00126901,0.0004543391,0.0004944676,0.0005946405,0.001086385,0.001617689,0.003581985,0.0001070138,0.00001253369],"category_scores_gemma":[0.000112661,0.0002864565,0.0001566394,0.001438398,0.002242631,0.008335442,0.001108714,0.0003423976,0.00001373137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744736,"about_ca_system_score_gemma":0.0001432183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514445,"about_ca_topic_score_gemma":0.000008165398,"domain_scores_codex":[0.9950806,0.000009114084,0.001261848,0.0007956844,0.002415455,0.0004373082],"domain_scores_gemma":[0.9942216,0.0001285464,0.00207767,0.0001962869,0.003342275,0.00003363405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001330882,0.00005541302,0.02676652,0.0005147679,0.0000691199,3.748947e-7,0.001613779,0.0002654381,0.00009507804,0.9686737,0.0006631481,0.001149592],"study_design_scores_gemma":[0.0008470034,0.0003506001,0.0487966,0.008713193,0.00006214541,0.00003566332,0.9318644,0.002874606,0.0006184335,0.003316277,0.002016401,0.000504725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4869714,0.000007797253,0.00002065716,0.005085118,0.0007755907,0.0004370323,0.00009243198,0.00004755344,0.5065624],"genre_scores_gemma":[0.9982917,0.00007322053,0.00008713183,0.0004887627,0.000131024,0.0000945416,0.0000039808,0.00001144708,0.0008182411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9653574,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548632363963723,"score_gpt":0.2613372815427616,"score_spread":0.2258509579031244,"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."}}