{"id":"W2141559017","doi":"10.3167/aia.2010.170102","title":"Student Mobility and Internationalisation: Rationales, Rhetoric and 'Institutional Isomorphism'","year":2010,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Framing (construction); Enthusiasm; Rhetoric; Sociology; Higher education; Public relations; Political science; Isomorphism (crystallography); Business; Law; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688378,0.00005055802,0.00005990399,0.0000552705,0.0004430963,0.00003393688,0.00004604948,0.00009188247,0.000550095],"category_scores_gemma":[0.0002186251,0.00004887219,0.00001021993,0.00008718838,0.001004166,0.0002632305,0.00001682702,0.0001293856,0.00001016332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009913145,"about_ca_system_score_gemma":0.00009229234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006161916,"about_ca_topic_score_gemma":0.03264154,"domain_scores_codex":[0.9994295,0.00007475845,0.0001190034,0.0001519712,0.0001348397,0.00008996415],"domain_scores_gemma":[0.9996674,0.00006994811,0.00004599311,0.00004645157,0.0001186361,0.00005154041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001365096,0.0002658788,0.1034531,0.00000551621,0.00001308169,0.000001956468,0.02668577,0.000007068999,0.002813939,0.8607294,0.001257144,0.004753532],"study_design_scores_gemma":[0.0003067435,0.00001365162,0.8015549,0.000003323379,0.000005151517,0.00001841993,0.0114836,0.00006164068,0.00007097837,0.001653376,0.1847504,0.00007779575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788921,0.00006404521,0.00003315049,0.01454234,0.002588733,0.0001396007,0.000003431707,0.00002059363,0.003716],"genre_scores_gemma":[0.9983841,0.0004058857,0.0002740257,0.0002265434,0.0002195464,0.00001888969,0.00001933941,0.000001452603,0.000450237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.859076,"threshold_uncertainty_score":0.9850102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295423433728113,"score_gpt":0.4203043710883816,"score_spread":0.3773501367511005,"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."}}