{"id":"W1975041484","doi":"10.7202/029777ar","title":"Diversity statements for leveraging organizational legitimacy","year":2009,"lang":"en","type":"article","venue":"Management international","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Diversity (politics); Construct (python library); Public relations; Political science; Gender diversity; Sociology; Positive economics; Business; Law; Corporate governance; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004371267,0.0001294362,0.0001050568,0.000259748,0.000662042,0.0002585464,0.0003606052,0.00002439113,0.0004087342],"category_scores_gemma":[0.0001633454,0.0001474627,0.00007865609,0.0002797418,0.00001901251,0.001221927,0.0007687089,0.0000519862,0.00009524643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487329,"about_ca_system_score_gemma":0.00001246877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004182274,"about_ca_topic_score_gemma":0.000008303911,"domain_scores_codex":[0.9986615,0.000003598562,0.0003050519,0.0003115737,0.0005046618,0.0002136702],"domain_scores_gemma":[0.9991943,0.00002422024,0.0002769596,0.0001336367,0.0003598492,0.00001106962],"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":[0.0002670638,0.0004189316,0.3077635,0.0001068795,0.000284773,0.00006173696,0.0002395322,0.0004836573,0.0001714225,0.6137097,0.02222193,0.05427086],"study_design_scores_gemma":[0.002573627,0.00002128499,0.3734611,0.00005994628,0.0001302818,0.00000208826,0.0007995667,0.01126316,0.00004706381,0.3598979,0.2511325,0.0006114923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6483585,0.00001040085,0.08175737,0.01018768,0.002255812,0.001469146,0.00001564812,0.0004774769,0.2554679],"genre_scores_gemma":[0.9892641,0.000002210141,0.00209921,0.003944416,0.0007527407,0.00001389023,0.0002046885,0.00001366335,0.003705103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3409055,"threshold_uncertainty_score":0.6013356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925029286823537,"score_gpt":0.2982943020897205,"score_spread":0.2590440092214851,"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."}}