{"id":"W2039046916","doi":"10.5539/ibr.v8n1p117","title":"The Role of Organizational DNA in Improving Organizational Performance: A Study on the Industrial Companies in Egypt","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational performance; Business; Organizational commitment; Knowledge management; Organizational learning; Organizational structure; Competitive advantage; Organization development; Economic shortage; Marketing; Management; Computer science; Economics","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":[0.007719355,0.00009827808,0.0001380699,0.0009548214,0.0003403205,0.0003786955,0.001491715,0.00004703025,0.000629596],"category_scores_gemma":[0.008717464,0.00005635008,0.00001977574,0.004221322,0.0002486666,0.0003287161,0.0004844357,0.0003862859,0.0001072086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081221,"about_ca_system_score_gemma":0.0002451917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814792,"about_ca_topic_score_gemma":0.0004349432,"domain_scores_codex":[0.9954503,0.0004735738,0.0006367188,0.0002944283,0.002920882,0.0002240646],"domain_scores_gemma":[0.994432,0.003009728,0.0001670495,0.0003328309,0.002036427,0.00002197789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306217,0.0001417758,0.96119,0.000001541501,0.00001036062,5.113538e-7,0.0005782543,0.0008633208,0.0001947468,0.02071941,0.0001955304,0.01597385],"study_design_scores_gemma":[0.0007669458,0.00006135955,0.9567428,0.00002625839,0.000001081277,0.000001836478,0.004695575,0.02316531,0.0004260701,0.007616545,0.006420201,0.00007598896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882897,0.000008393336,0.00004490395,0.002742579,0.0004636873,0.0004076703,0.000004488123,0.000007897548,0.008030676],"genre_scores_gemma":[0.999132,0.00001163217,0.00001019166,0.00003209589,0.0002373107,0.00003675756,0.000007174131,0.000008914453,0.0005239287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230199,"threshold_uncertainty_score":0.9996325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343880337254441,"score_gpt":0.3950669845510111,"score_spread":0.2606789508255671,"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."}}