{"id":"W4416123343","doi":"10.1108/sej-03-2025-0058","title":"Social organization identity: the benefits of ambiguity","year":2025,"lang":"en","type":"article","venue":"Social enterprise journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ambiguity; CLARITY; Identity (music); Social identity theory; Stakeholder; Organization studies; Social organization; Narrative","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02005767,0.0003919351,0.0005299066,0.002430459,0.0114866,0.01318013,0.001324141,0.001561293,0.002866983],"category_scores_gemma":[0.04639902,0.0002800774,0.0004106626,0.002154222,0.03215783,0.01259512,0.01575493,0.003041705,0.0002948621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005922737,"about_ca_system_score_gemma":0.008893511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376662,"about_ca_topic_score_gemma":0.004182937,"domain_scores_codex":[0.9673823,0.02337462,0.00104606,0.001308951,0.005242414,0.001645724],"domain_scores_gemma":[0.9415488,0.03990263,0.006293979,0.005302301,0.004291253,0.002661071],"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":[0.0001017711,0.00005618851,0.01531134,0.0003459864,0.00002321105,0.001055944,0.4321337,0.0006272596,0.0006400141,0.4975317,0.001435924,0.05073697],"study_design_scores_gemma":[0.00001829902,0.0001242855,0.008659524,0.0009941818,0.0000320302,0.001213938,0.5967288,0.001579539,0.0008606511,0.3125114,0.07721125,0.00006612369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607146,0.005393747,0.06365605,0.03857801,0.00080606,0.0002496491,0.00007930744,0.00009695984,0.2304255],"genre_scores_gemma":[0.9962525,0.0003461902,0.002005749,0.0004103747,0.00005357117,0.00003292242,0.00001015686,0.00001109237,0.000877577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02005767,"threshold_uncertainty_score":0.1060764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259220857275403,"score_gpt":0.2490680634937712,"score_spread":0.2364758549210171,"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."}}