{"id":"W4283830063","doi":"10.5465/ambpp.2022.11184symposium","title":"Stakeholder Models for Value Creation and Allocation","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stakeholder; Corporate governance; Stakeholder theory; Value (mathematics); Stakeholder engagement; Stakeholder management; Stakeholder analysis; Sustainable Value; Orchestration; Value creation; Presentation (obstetrics); Frontier; Public relations; Entrepreneurship; Political science; Sociology; Knowledge management; Management; Computer science; Sustainability; 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":[0.000574125,0.0001156953,0.0001216413,0.0003267729,0.0003082482,0.0000931504,0.0001663445,0.00004225029,0.00004005979],"category_scores_gemma":[0.00001164097,0.0001271653,0.00002575567,0.0005603984,0.00003522416,0.002036334,0.000194546,0.00010013,0.000001808267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000262114,"about_ca_system_score_gemma":0.000003090919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116459,"about_ca_topic_score_gemma":1.338536e-7,"domain_scores_codex":[0.9990366,0.000001551685,0.0002743267,0.0002607611,0.0002657466,0.0001610254],"domain_scores_gemma":[0.9995526,0.000008918234,0.0002969098,0.00003311122,0.0001036176,0.000004848237],"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":[0.00006813365,0.00004827939,0.0005158838,0.0006636583,0.00003072943,6.138321e-8,0.00004006986,0.001339492,0.0004717821,0.9798658,0.006543803,0.01041226],"study_design_scores_gemma":[0.002609869,0.00005987516,0.03124411,0.00009619501,0.0003546295,0.000002396301,0.002462396,0.1932331,0.0006637889,0.4833717,0.2852793,0.0006226019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357056,0.0002506765,0.01526542,0.02466047,0.0002757771,0.003270834,0.00001009723,0.0003411798,0.12022],"genre_scores_gemma":[0.9955422,0.00002200039,0.001076279,0.002165109,0.0001721634,0.0003088594,0.00003833534,0.00002015313,0.0006549005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4964941,"threshold_uncertainty_score":0.5185648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06087766147602295,"score_gpt":0.2535038007330533,"score_spread":0.1926261392570303,"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."}}