{"id":"W3035417928","doi":"10.5267/j.msl.2020.6.018","title":"The effect of marketing ambidexterity on improvement of marketing performance in telecommunication companies in Jordan","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambidexterity; Business; Marketing; Telecommunications; Industrial organization; Knowledge management; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.005746203,0.00009937872,0.0001350054,0.0001677796,0.000168982,0.00007142658,0.001578684,0.00001005234,0.000001744608],"category_scores_gemma":[0.0001910315,0.0000751677,0.00002174441,0.001559062,0.000211477,0.0004469745,0.0006642677,0.0001142725,0.000003529327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007407278,"about_ca_system_score_gemma":0.000007890036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000164507,"about_ca_topic_score_gemma":0.000006300631,"domain_scores_codex":[0.998432,0.0002117948,0.0003572856,0.0002758287,0.0004624478,0.0002606709],"domain_scores_gemma":[0.9990381,0.0003617929,0.0001686248,0.0003873056,0.00001556431,0.0000286022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00040975,0.00006227971,0.8425184,0.0006909826,0.00001124499,0.000003582867,0.001006007,0.02392076,0.02998881,0.0009131526,0.0001366969,0.1003384],"study_design_scores_gemma":[0.0002873786,0.0001743073,0.8964877,0.00013195,0.000001526807,2.021977e-7,0.00004544643,0.08737069,0.01531687,0.000006836271,0.00009404168,0.00008306399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919178,0.00001061051,0.0006234006,0.006574179,0.00006912852,0.0002742337,2.535954e-7,0.00001569875,0.0005147264],"genre_scores_gemma":[0.9974947,0.00005108136,0.001701373,0.0007210285,0.000008318288,0.00001451636,4.51761e-7,0.000003672139,0.000004848402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002553,"threshold_uncertainty_score":0.306525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007322429917159428,"score_gpt":0.2113409277706232,"score_spread":0.2040184978534637,"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."}}