{"id":"W4409952532","doi":"10.1108/ijppm-06-2024-0388","title":"The effect of marketing capabilities on marketing agility and perceived performance","year":2025,"lang":"en","type":"article","venue":"International Journal of Productivity and Performance Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Thompson Rivers University","funders":"","keywords":"Marketing; Business; Marketing management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002512366,0.0003171201,0.0001953723,0.001599553,0.0004260423,0.002431605,0.0002587487,0.0004484861,0.004891898],"category_scores_gemma":[0.02004916,0.0001211405,0.0003869042,0.001074493,0.001062573,0.00151666,0.001559681,0.0007302751,0.0002936507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007672273,"about_ca_system_score_gemma":0.001144106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720935,"about_ca_topic_score_gemma":0.001553496,"domain_scores_codex":[0.998149,0.0007628956,0.0001104462,0.0001458844,0.0005420729,0.0002896879],"domain_scores_gemma":[0.9572594,0.02673097,0.009660492,0.001193049,0.00198777,0.003168324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002074844,0.0006505973,0.9405202,0.0001455005,0.0001822921,0.0001732618,0.002494352,0.00136748,0.001488555,0.003570465,0.0003324041,0.0488674],"study_design_scores_gemma":[0.000008882623,0.0003160182,0.9903319,0.0000873818,0.00004229225,0.0001137712,0.003023435,0.002319485,0.0005504916,0.002145977,0.001039519,0.00002097647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892503,0.0001577606,0.0008035685,0.0002754174,0.000005383845,0.00002644182,0.00005818208,0.00001436223,0.009408642],"genre_scores_gemma":[0.9995381,0.00003866221,0.0002395321,0.00001557731,0.000004225427,0.000007058613,0.00001407336,0.000001399633,0.0001415755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004891898,"threshold_uncertainty_score":0.01636505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179423133761143,"score_gpt":0.3265325517555072,"score_spread":0.3047383204178958,"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."}}