{"id":"W7019375323","doi":"","title":"Global integration and local responsiveness in managing international branch campuses: An empirical investigation of three Canadian cases","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Empirical research; Global strategy; Key (lock)","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":[0.005113237,0.0003546753,0.0003834357,0.002100119,0.02343811,0.005267419,0.002423093,0.002091631,0.004256157],"category_scores_gemma":[0.0114934,0.0003434426,0.0003049288,0.005765593,0.01005898,0.002216728,0.004410075,0.003096974,0.0002523522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07736456,"about_ca_system_score_gemma":0.06505053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785831,"about_ca_topic_score_gemma":0.9927341,"domain_scores_codex":[0.9955978,0.0009781281,0.00008749094,0.0002885743,0.0008961229,0.002151991],"domain_scores_gemma":[0.990266,0.004020789,0.001040519,0.0003903645,0.002051463,0.002230921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000248485,0.0008812171,0.2332281,0.0001506676,0.00002935419,0.003442394,0.683952,0.001303191,0.001513001,0.03788926,0.00707093,0.03029148],"study_design_scores_gemma":[0.00001413397,0.00005965191,0.06753897,0.00005584162,0.00001871161,0.0001018152,0.9219055,0.0005669199,0.0002948007,0.0004792166,0.008937612,0.00002691747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819738,0.00008349509,0.0001500926,0.0007512882,0.000004698349,0.00009145583,0.00003024615,0.000003724712,0.01691127],"genre_scores_gemma":[0.9963613,0.0001414828,0.0002270076,0.0001282818,0.000001679182,0.0000303372,0.00003079024,0.00000353483,0.00307567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9226354,"threshold_uncertainty_score":0.5613217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802462983951301,"score_gpt":0.3993628409438913,"score_spread":0.3513382111043783,"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."}}