{"id":"W2039375054","doi":"10.1108/eb060247","title":"Transformative Strategic Planning","year":2003,"lang":"en","type":"article","venue":"Handbook of Business Strategy","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Civil Aviation Organization","funders":"","keywords":"Transformative learning; Business; Process management; Strategic planning; Knowledge management; Marketing; Operations management; Sociology; Computer science; Economics","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":[0.0001985251,0.0002518422,0.0002846252,0.0003088584,0.0001611731,0.0002307008,0.0002040725,0.00008320995,0.0007522054],"category_scores_gemma":[0.00003557576,0.000233171,0.00006273684,0.0009417376,0.0001287104,0.001564585,0.00002111612,0.0001082962,0.0001414649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450552,"about_ca_system_score_gemma":0.00008796698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007312165,"about_ca_topic_score_gemma":0.0000152997,"domain_scores_codex":[0.9987205,0.00001415612,0.0003915612,0.0002458964,0.000299434,0.0003284348],"domain_scores_gemma":[0.999155,0.00002935027,0.0002414344,0.0001746101,0.0003849611,0.00001464468],"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":[0.00004410594,0.0001268304,0.001669028,0.0007735331,0.00006514344,0.00001845685,0.0001273745,0.005997636,0.002312572,0.9876171,0.0008983028,0.0003499537],"study_design_scores_gemma":[0.01077136,0.0002133659,0.0468887,0.003125362,0.0009597765,0.00005670462,0.04141415,0.004137808,0.02478663,0.7985436,0.0645444,0.004558181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06006738,0.001140247,0.02287287,0.0003988164,0.0005030385,0.0005322192,0.000006799165,0.0002785746,0.9142001],"genre_scores_gemma":[0.998759,0.0000340695,0.0002284553,0.0003609,0.0002161982,0.00001234746,0.00004717881,0.00003251551,0.0003093792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9386916,"threshold_uncertainty_score":0.9508436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182752982660363,"score_gpt":0.2376679535755864,"score_spread":0.1858404237489827,"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."}}