{"id":"W1839693116","doi":"10.1108/jieb-01-2015-0001","title":"Innovation and alliances in international management programmes; redefining and extending the model","year":2015,"lang":"en","type":"article","venue":"Journal of International Education in Business","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Alliance; Accreditation; Higher education; International business; Scale (ratio); International education; Quality (philosophy); Study abroad; Political science; Business; Public relations; Engineering management; Sociology; Engineering; Pedagogy; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009038968,0.0007138351,0.0005726301,0.003750971,0.003656746,0.01205365,0.002584194,0.00330861,0.009125707],"category_scores_gemma":[0.01122172,0.0003018829,0.001053161,0.003861145,0.01935343,0.01367204,0.00842353,0.003318494,0.0007825128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00788664,"about_ca_system_score_gemma":0.007343779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004233011,"about_ca_topic_score_gemma":0.003063086,"domain_scores_codex":[0.9914022,0.006374398,0.0002140877,0.0004727025,0.0008799428,0.0006567091],"domain_scores_gemma":[0.9860154,0.00898941,0.00136461,0.001019176,0.001007569,0.001603744],"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":[0.00002072748,0.0001196894,0.00234362,0.000156617,0.0000102349,0.0002323433,0.01052952,0.002324019,0.00007572216,0.959373,0.0005802457,0.02423416],"study_design_scores_gemma":[0.00006598769,0.000322759,0.005249025,0.001513066,0.00005693955,0.0007067516,0.0338704,0.02294418,0.0003109372,0.8174639,0.1174208,0.00007525222],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1762726,0.006684667,0.07009026,0.02210225,0.0004869563,0.0005364654,0.00005818733,0.0001077315,0.7236609],"genre_scores_gemma":[0.9675804,0.002591291,0.01543857,0.0004818047,0.00008599832,0.0003977242,0.00003022927,0.00001508647,0.01337884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01205365,"threshold_uncertainty_score":0.05722177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950640004922243,"score_gpt":0.3870473586752028,"score_spread":0.3375409586259804,"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."}}