{"id":"W2800425842","doi":"10.1080/08841241.2018.1471014","title":"A comparative study of international recruitment – tensions and opportunities in institutional recruitment practice","year":2018,"lang":"en","type":"article","venue":"Journal of Marketing for HIGHER EDUCATION","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Higher education; CLARITY; Flexibility (engineering); International education; Public relations; Business; Political science; Economic growth; Management; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04044684,0.0002125219,0.0005352813,0.002447446,0.008866887,0.007117852,0.001399226,0.001318026,0.007957673],"category_scores_gemma":[0.03999767,0.0003248841,0.0003084551,0.004112862,0.007234233,0.005823327,0.009633884,0.002087272,0.000545683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005961484,"about_ca_system_score_gemma":0.006779422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922664,"about_ca_topic_score_gemma":0.005824213,"domain_scores_codex":[0.9690462,0.0246223,0.0007892159,0.0008665994,0.001756878,0.002918651],"domain_scores_gemma":[0.9674389,0.02004327,0.004228693,0.001754779,0.00253634,0.003997972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002004015,0.0004722827,0.04633628,0.0002446449,0.00001474894,0.000490487,0.8515027,0.00009342353,0.0005680122,0.02826742,0.00164272,0.07016686],"study_design_scores_gemma":[0.00001305879,0.0003285421,0.02977533,0.0002355411,0.000007611056,0.0002122869,0.9469699,0.00015169,0.000235887,0.001411683,0.02063813,0.00002024739],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465402,0.0006411409,0.001724874,0.002393255,0.0000743695,0.0001182254,0.00001954947,0.00001336565,0.04847496],"genre_scores_gemma":[0.9959806,0.0002478566,0.0005513322,0.0003462823,0.00002070737,0.00008329787,0.00001232252,0.000009491379,0.002748177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044684,"threshold_uncertainty_score":0.2139059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2670767272889427,"score_gpt":0.4650608680953929,"score_spread":0.1979841408064502,"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."}}