{"id":"W4385221654","doi":"10.5465/amproc.2023.10299symposium","title":"Stakeholder Governance","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Corporate Social Responsibility and Sustainability","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Corporate governance; Stakeholder; Business; Political science; Process management; Public relations; Finance","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":[0.001219918,0.0001711394,0.0002260972,0.0002363023,0.0001583138,0.0001123811,0.0004457152,0.0001004777,0.0001410903],"category_scores_gemma":[0.0002260495,0.0001740815,0.00009979193,0.002000164,0.000132363,0.001351293,0.0005230349,0.0001800929,0.0003130974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005597888,"about_ca_system_score_gemma":0.000008055312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003243968,"about_ca_topic_score_gemma":0.000001080778,"domain_scores_codex":[0.9982958,0.000003015176,0.0003652149,0.0004070717,0.0005267449,0.0004021131],"domain_scores_gemma":[0.9994421,0.00003152313,0.0003012613,0.00008471426,0.0001257383,0.00001465778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001200558,0.0000709177,0.01719215,0.001770919,0.00004761835,0.000004878922,0.00009761081,0.00001088005,0.0001549334,0.8781631,0.06456178,0.03780514],"study_design_scores_gemma":[0.0004492732,0.000007123495,0.4547863,0.00005443179,0.00005323641,1.78942e-7,0.001696508,0.0003620417,0.0001010522,0.1402529,0.4019921,0.0002448799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921853,0.00003105668,0.000009669127,0.008228469,0.00008922091,0.0005547926,0.000002020548,0.0003985101,0.09850097],"genre_scores_gemma":[0.9918246,0.00007735439,0.00007004074,0.001445243,0.0002919925,0.00004493216,0.000003847368,0.00002313387,0.006218863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7379102,"threshold_uncertainty_score":0.7098838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05383958416001026,"score_gpt":0.264032539647801,"score_spread":0.2101929554877908,"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."}}