{"id":"W2239427589","doi":"10.1515/ngs-2012-006","title":"Families’ Emotion Work in Transnational Settings: The Case of Military Families","year":2013,"lang":"en","type":"article","venue":"New Global Studies","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Globalization; Context (archaeology); Diversity (politics); Service (business); Sociology; Ideology; Software deployment; Work (physics); Order (exchange); Military service; Public relations; Political science; Gender studies; Economic growth; Economy; Business; Geography; Economics; Law; Engineering","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":[0.0005124951,0.000110187,0.0001772457,0.00004017742,0.0005555823,0.000008065106,0.0002049544,0.00007628735,0.000110672],"category_scores_gemma":[0.0005974041,0.0000785859,0.00006587982,0.0008336384,0.0005822126,0.0002173206,0.00006853673,0.0001200296,0.00001944089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186422,"about_ca_system_score_gemma":0.0001640034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01330746,"about_ca_topic_score_gemma":0.0319549,"domain_scores_codex":[0.9986387,0.0002772769,0.0003012528,0.0001805376,0.0003478732,0.0002542993],"domain_scores_gemma":[0.9989933,0.0004825185,0.00006136575,0.0001183229,0.0002890228,0.000055464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000274247,0.0001875138,0.09330007,0.00005430599,0.000183487,0.00004659081,0.1078233,0.0003642877,0.00001694951,0.6341744,0.1208924,0.04292919],"study_design_scores_gemma":[0.0004685742,0.00003176225,0.3925213,0.0001264751,0.00003234128,0.0000104958,0.4488167,0.00001885698,0.000008097094,0.1455953,0.0121732,0.0001969466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935873,0.004379099,0.0000176577,0.04420722,0.0005782439,0.0004477219,0.00003616443,0.00004139263,0.01441947],"genre_scores_gemma":[0.9973189,0.0008408013,0.0008152138,0.0004280032,0.0001330981,0.00003266694,0.000003577525,0.000003863426,0.0004238435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4885791,"threshold_uncertainty_score":0.993263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994246559261378,"score_gpt":0.3459598725691815,"score_spread":0.3160174069765678,"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."}}