{"id":"W2031328679","doi":"10.1177/1350507608093710","title":"Compelling Identity: Selves and Insecurity in Global, Corporate Management Development","year":2008,"lang":"en","type":"article","venue":"Management Learning","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sociology; Identity (music); Framing (construction); Power (physics); Epistemology; Public relations; Political science; Aesthetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004675661,0.0003306495,0.0003056761,0.0004809995,0.000827005,0.0003311459,0.0003254396,0.00004787086,0.0001660864],"category_scores_gemma":[0.00002024006,0.0003579825,0.00004332385,0.001413013,0.0001001112,0.001288773,0.00133204,0.0001777011,0.0004357638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135476,"about_ca_system_score_gemma":0.000005613381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009699257,"about_ca_topic_score_gemma":0.0002239186,"domain_scores_codex":[0.9978611,0.00002426817,0.0004817144,0.0005826391,0.0005661229,0.0004841303],"domain_scores_gemma":[0.9994021,0.00001655598,0.0003160368,0.0001748684,0.00006774018,0.0000226828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003042033,0.0001362866,0.7947576,0.0007993801,0.0001869608,0.0004695231,0.0002419119,0.001252133,0.000002308013,0.1939737,0.001172507,0.006977218],"study_design_scores_gemma":[0.001251392,0.000006980816,0.8115075,0.0001594555,0.00007846257,0.000004540678,0.001487441,0.002200807,0.000002723749,0.008525736,0.1742033,0.0005717318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827221,0.0008307506,0.009607564,0.0004738942,0.0003505129,0.0009262991,5.747538e-7,0.0004722517,0.204616],"genre_scores_gemma":[0.9916897,0.0008694676,0.003678578,0.0007560906,0.0001583748,0.00004530554,0.00004886581,0.0000340496,0.002719576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089676,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685412746958236,"score_gpt":0.2081115994329251,"score_spread":0.1812574719633428,"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."}}