{"id":"W3003257262","doi":"10.1177/0018726720906437","title":"Responding to imposed job redesign: The evolving dynamics of work and identity in restructuring professional identity","year":2020,"lang":"en","type":"article","venue":"Human Relations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Identity (music); Restructuring; Liminality; Public relations; Work (physics); Identity formation; Sociology; Process (computing); Social psychology; Psychology; Political science; Self-concept; Computer science; Law; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003252734,0.00008929875,0.0001154279,0.0003028215,0.0005724725,0.000180765,0.0001976296,0.00003142074,0.0002311105],"category_scores_gemma":[0.0003835215,0.00007638574,0.0000225444,0.001839037,0.0000426683,0.001222449,0.0004743015,0.0001272637,0.00002079396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003867963,"about_ca_system_score_gemma":0.000007164827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005452316,"about_ca_topic_score_gemma":0.0009712434,"domain_scores_codex":[0.999164,0.00001896763,0.0002718615,0.0001769205,0.0002458035,0.0001224156],"domain_scores_gemma":[0.9996098,0.00006473239,0.0001339102,0.00009952222,0.00008111296,0.00001090283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001354245,0.000007327277,0.5051407,0.00005904548,0.00001318138,0.000001529118,0.0004114298,0.0003459876,0.0001583497,0.4923094,0.001507196,0.00003224782],"study_design_scores_gemma":[0.0002016077,0.000003702024,0.9696387,0.0000872994,0.00002778006,7.038831e-8,0.0005118969,0.001203786,0.000002900766,0.02780059,0.0004278657,0.00009381175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835038,0.0001068035,0.002478525,0.006989001,0.0001303203,0.0003846136,0.000001505196,0.00004650616,0.006358929],"genre_scores_gemma":[0.9984608,0.000003031547,0.0003311239,0.0003638784,0.0001811555,0.0000088481,0.00001343622,0.00001231551,0.0006253677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645088,"threshold_uncertainty_score":0.4403054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546104217992867,"score_gpt":0.2775382791655184,"score_spread":0.2520772369855897,"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."}}