{"id":"W4309866935","doi":"10.1007/s10734-022-00963-0","title":"A cross-country configurational approach to international academic mobility: exploring mobility effects on academics’ career progression in EU countries","year":2022,"lang":"en","type":"article","venue":"Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat Valenciana; European Commission; Steadman Philippon Research Institute; Université Laval","keywords":"Promotion (chess); Higher education; European union; Perception; International education; Political science; Sample (material); Qualitative comparative analysis; Social mobility; Academic mobility; Demographic economics; Sociology; Psychology; Business; Economics; International trade","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00132791,0.0001740954,0.0001674245,0.0002235533,0.0006559862,0.0001296623,0.0004969076,0.0001343904,0.0009259946],"category_scores_gemma":[0.0001505499,0.0001907235,0.00004043449,0.0006380434,0.0001053338,0.0006128513,0.0001013945,0.000600295,0.00006997992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002433236,"about_ca_system_score_gemma":0.001807688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005872063,"about_ca_topic_score_gemma":0.00002722315,"domain_scores_codex":[0.9970297,0.0002620062,0.0004250717,0.0005675699,0.0013513,0.0003643055],"domain_scores_gemma":[0.9990179,0.0002059122,0.0001783795,0.0002220214,0.0002117432,0.0001640569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003069853,0.001904993,0.6526771,0.000103962,0.00003288544,0.000001314985,0.07485079,0.00134991,0.0002850649,0.2307022,0.0283613,0.009423501],"study_design_scores_gemma":[0.0001855333,0.00002272897,0.4947253,0.0000398187,0.000003075646,5.212335e-7,0.001771431,0.000005026155,0.0001539206,0.0007462247,0.5021887,0.0001576907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618818,0.0002789549,0.00001656134,0.009928823,0.007068378,0.001189277,0.0000304388,0.00008873445,0.01951709],"genre_scores_gemma":[0.9828234,0.00006839477,0.0003569553,0.004085224,0.0009356646,0.005385349,0.0001656841,0.00001844858,0.006160918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738274,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06005625797953851,"score_gpt":0.3807457723197502,"score_spread":0.3206895143402117,"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."}}