{"id":"W2033872349","doi":"10.1007/s11266-005-9146-y","title":"Strategic Management and Change in High Dependency Environments: The Case of a Philanthropic Organization","year":2005,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Autonomy; Dependency (UML); Business; Strategic planning; Process management; Strategic management; Organizational architecture; Adaptation (eye); Set (abstract data type); Knowledge management; Operations management; Marketing; Computer science; Psychology; Political science; Economics; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219124,0.0001523924,0.000178103,0.0004085453,0.0001835728,0.0001023185,0.0002610125,0.0000422092,0.0005561765],"category_scores_gemma":[0.0000480694,0.0001212606,0.00002097087,0.0007332686,0.0001062874,0.001214773,0.0002921094,0.0001167613,0.0000135708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005497447,"about_ca_system_score_gemma":0.00001166588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005801223,"about_ca_topic_score_gemma":0.0008618759,"domain_scores_codex":[0.9989167,0.00001769987,0.0004985732,0.0001650337,0.0002750114,0.0001269491],"domain_scores_gemma":[0.9990963,0.00003757537,0.0004008664,0.00009797292,0.0003516055,0.0000157104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003975553,0.0002928099,0.7928843,0.00009937096,0.0003496923,0.00032882,0.0008219202,0.0001661596,0.0001103523,0.2006725,0.0003908698,0.003843449],"study_design_scores_gemma":[0.002754676,0.00006431565,0.9711931,0.0001974818,0.0004714622,0.0007601809,0.00519186,0.00196695,0.0001827632,0.01253536,0.004254077,0.0004277693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910393,0.0008276355,0.0009048407,0.006017078,0.0003920578,0.0002837541,0.0000127329,0.00001293014,0.0005096805],"genre_scores_gemma":[0.9958942,0.001612404,0.0006697229,0.0008068802,0.0008630577,0.000004218267,0.00004655062,0.00002278588,0.0000801944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881371,"threshold_uncertainty_score":0.6089743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360482100638069,"score_gpt":0.2302339011249908,"score_spread":0.2166290801186101,"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."}}