{"id":"W4413373071","doi":"10.1108/sl-04-2025-0074","title":"Decoding the discipline of value creation management: a strategic BFMD approach","year":2025,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Decoding methods; Value (mathematics); Process management; Value creation; Computer science; Business; Knowledge management; Telecommunications","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":[0.0004823006,0.0001386735,0.0001348944,0.0002625088,0.0002659849,0.0002109021,0.00019324,0.00005123796,0.00003859404],"category_scores_gemma":[0.000009680751,0.000101128,0.00004267364,0.0007881316,0.0001298323,0.0002493266,0.00009289973,0.0001215233,0.00001742959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001149169,"about_ca_system_score_gemma":0.000008488243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548291,"about_ca_topic_score_gemma":0.00001657145,"domain_scores_codex":[0.9991738,0.00001799641,0.000259704,0.0002199995,0.000128335,0.0002002301],"domain_scores_gemma":[0.9995885,0.00002341345,0.0001236961,0.0001853485,0.00007383732,0.000005223302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002802976,0.00005532599,0.0008720514,0.0008361305,0.00005778277,8.195967e-7,0.0000661312,0.00006671798,0.00003997803,0.9923512,0.0003190548,0.005306809],"study_design_scores_gemma":[0.003923853,0.00005899623,0.03779645,0.0007315061,0.0008822637,0.000002803158,0.1768254,0.07142047,0.0002592729,0.6697972,0.03724819,0.001053606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01185346,0.0003194604,0.001488218,0.001376478,0.000117559,0.0003328077,6.415297e-7,0.00005606779,0.9844553],"genre_scores_gemma":[0.9915654,0.00001147821,0.0001443371,0.0008840809,0.0001759585,0.00002073544,0.00003147328,0.000008849293,0.007157654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9797119,"threshold_uncertainty_score":0.4123879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165566982296484,"score_gpt":0.2800563401172915,"score_spread":0.1634996418876431,"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."}}