{"id":"W1972905857","doi":"10.1080/13583883.2002.9967080","title":"Institutional image and retention","year":2002,"lang":"en","type":"article","venue":"Tertiary Education and Management","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Institution; Higher education; Image (mathematics); Public relations; Sociology; Marketing; Psychology; Political science; Business; Social science; Computer science; Law","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":[0.00130048,0.0001273754,0.0002018457,0.001354775,0.001459498,0.0035187,0.0005868996,0.0005832412,0.02412191],"category_scores_gemma":[0.007319621,0.00007598428,0.0001946986,0.0008546729,0.001610061,0.001653803,0.001785709,0.0008839273,0.001310786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112325,"about_ca_system_score_gemma":0.001066753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319374,"about_ca_topic_score_gemma":0.003703533,"domain_scores_codex":[0.9992008,0.0001776023,0.00003342297,0.00005114907,0.0001965087,0.0003404737],"domain_scores_gemma":[0.9937039,0.00100187,0.001418001,0.000314837,0.001011054,0.002550381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001261016,0.002212091,0.8120049,0.0000443118,0.00009141611,0.0005226923,0.007317157,0.0003723517,0.001107791,0.05288817,0.005086727,0.1170914],"study_design_scores_gemma":[0.00004908233,0.0006678836,0.9502093,0.00008857066,0.0000591582,0.0005849545,0.02161036,0.0005178892,0.000890788,0.0148334,0.01045635,0.00003230861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112704,0.000262237,0.0002249051,0.0009403419,0.00003076495,0.00001293396,0.00007902574,0.00001066735,0.08716872],"genre_scores_gemma":[0.9955251,0.00004222241,0.00002875419,0.0000435622,0.00001340921,0.000002813898,0.00002832188,0.000003378587,0.004312426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412191,"threshold_uncertainty_score":0.08069581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291978545897384,"score_gpt":0.2154880066155381,"score_spread":0.2025682211565642,"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."}}