{"id":"W3122751303","doi":"","title":"Hidden Badge of Honor: How Contextual Distinctiveness Affects Category Promotion among Certified B Corporations","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Optimal distinctiveness theory; Promotion (chess); Categorization; Certification; Set (abstract data type); Forbearance; Categorical variable; Test (biology); Psychology; Social psychology; Public relations; Business; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165241,0.0001019848,0.0001719522,0.0005857205,0.001233713,0.002119479,0.0003956134,0.0004876988,0.002208921],"category_scores_gemma":[0.01339165,0.0001596234,0.0001074118,0.0004327064,0.001879339,0.0008929137,0.001769311,0.0007243583,0.0001204047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007883301,"about_ca_system_score_gemma":0.0008378644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007024888,"about_ca_topic_score_gemma":0.01172383,"domain_scores_codex":[0.9985439,0.0007635949,0.00005284611,0.0001791196,0.0002136118,0.0002469523],"domain_scores_gemma":[0.9864315,0.006754217,0.003620575,0.0006806928,0.000658109,0.00185484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003693679,0.0005176712,0.9363449,0.00004716191,0.00004469409,0.0003029281,0.03775215,0.0002276934,0.002399578,0.002379322,0.0002425494,0.01937202],"study_design_scores_gemma":[0.000009568388,0.0001689596,0.9627599,0.00003431117,0.00002089119,0.00008669744,0.03431107,0.0004144782,0.0003466573,0.0009414612,0.0008929596,0.00001307026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989222,0.00002090518,0.00005431589,0.00005646757,0.000001673628,0.000002399241,0.000002612327,9.424227e-7,0.000938519],"genre_scores_gemma":[0.999878,0.00000813252,0.00002745841,0.000007689273,0.000001220031,0.000001073616,0.000003178202,5.123164e-7,0.00007267574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007024888,"threshold_uncertainty_score":0.01396799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557980420487051,"score_gpt":0.2028280275256633,"score_spread":0.1872482233207928,"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."}}