{"id":"W2258205810","doi":"10.1057/jibs.2015.26","title":"Work- and family-role adjustment of different types of global professionals: Scale development and validation","year":2015,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scale (ratio); International business; Work (physics); Organizational culture; Economics; Management; Engineering; Geography","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":[0.0005158182,0.00008474747,0.0002656361,0.00006465535,0.00005542214,0.00001218258,0.0001295576,0.00003844571,0.000004737262],"category_scores_gemma":[0.0003524684,0.00006050089,0.00002374747,0.0001377607,0.0002092507,0.0001802551,0.0001186878,0.0000494514,3.588072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860638,"about_ca_system_score_gemma":0.000170963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002281602,"about_ca_topic_score_gemma":0.0001037638,"domain_scores_codex":[0.9987305,0.00006581504,0.0003928524,0.00008295286,0.0006405591,0.00008733729],"domain_scores_gemma":[0.9975756,0.0001111271,0.0004722042,0.00003562722,0.001752992,0.00005249585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001897407,0.0002816714,0.9684393,0.00006214839,0.0003868142,0.000001584631,0.01753312,0.00004462677,0.0001182711,0.0014759,0.0011147,0.01035209],"study_design_scores_gemma":[0.0004658307,0.00003169224,0.9670694,0.0004952743,0.00002734445,0.000002275805,0.02909867,9.138676e-7,0.0002396502,0.001440755,0.00106476,0.00006339045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810499,0.01533755,0.00004142114,0.001602783,0.0008252958,0.00007283346,0.000003609867,0.000004023792,0.001062594],"genre_scores_gemma":[0.9947824,0.003876986,0.001032169,0.00001968978,0.0001743508,0.000003653689,9.934417e-7,0.000003200628,0.0001065872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373248,"threshold_uncertainty_score":0.2467155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917860078611071,"score_gpt":0.3511931013571095,"score_spread":0.2920145005709988,"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."}}