{"id":"W3212120618","doi":"10.7202/1079221ar","title":"An International Comparison of Enablers of Individual Readiness for Change: The Case of Executives Working in France, GCC and India","year":2021,"lang":"en","type":"article","venue":"Management international","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Hierarchy; Change management (ITSM); Context (archaeology); Position (finance); Organizational change; Nationality; Public relations; Business; Knowledge management; Psychology; Political science; Marketing; Geography; 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":[0.0002484169,0.00008755531,0.0001519785,0.0003419649,0.00004133319,0.00006511684,0.0002548766,0.00003249459,0.0001696052],"category_scores_gemma":[0.00004243475,0.00008026038,0.00003560062,0.0003245751,0.00006121405,0.0004958479,0.0001745846,0.00005513303,9.750784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555528,"about_ca_system_score_gemma":0.000007669127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301024,"about_ca_topic_score_gemma":0.0001295893,"domain_scores_codex":[0.999114,0.00001005947,0.0003633292,0.0001707727,0.0002562726,0.00008555595],"domain_scores_gemma":[0.9992748,0.00005462834,0.0002877901,0.0001096079,0.0002670054,0.000006134072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003040924,0.0002098698,0.8770798,0.00008879251,0.0001035345,0.0000198266,0.0005360665,0.0001121523,0.0001852296,0.1023246,0.0001748847,0.01913488],"study_design_scores_gemma":[0.001039448,0.000009669734,0.981268,0.0001079127,0.00006367289,0.000007153301,0.005863381,0.002113648,0.000819312,0.00075209,0.007852071,0.0001035996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935255,0.00009311233,0.000828026,0.0005505826,0.0007001871,0.0003315131,0.00004161824,0.00001154454,0.003917919],"genre_scores_gemma":[0.998426,0.00002445323,0.0008273593,0.0002207531,0.0001649062,0.0000382043,0.0001923797,0.00001060657,0.00009532918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041883,"threshold_uncertainty_score":0.3272923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152799658594784,"score_gpt":0.3098952805364051,"score_spread":0.2683672839504572,"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."}}