{"id":"W1876049387","doi":"10.47678/cjhe.v29i3.183336","title":"Preference for Prestige: Commentary on the Behaviour of Universities and their Benefactors","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Prestige; Reputation; Public relations; Institution; Preference; The arts; Nonprofit organization; Scholarship; Liberal arts education; Higher education; Sociology; Political science; Marketing; Business; Economics; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01858424,0.000412487,0.0007987212,0.001189751,0.01864747,0.006622915,0.004103755,0.01995375,0.00298767],"category_scores_gemma":[0.07075617,0.0004226851,0.0005118769,0.002785884,0.01737295,0.004315347,0.003119953,0.01724805,0.0007219205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03066337,"about_ca_system_score_gemma":0.0297288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4451177,"about_ca_topic_score_gemma":0.5124303,"domain_scores_codex":[0.9835275,0.009629519,0.0007808141,0.001071893,0.002868931,0.002121412],"domain_scores_gemma":[0.8841231,0.09194073,0.003325515,0.001344432,0.01349569,0.005770412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001764522,0.00002832043,0.004850016,0.0006629874,0.00003368922,0.00210103,0.2867133,0.0001064259,0.0004778062,0.02514946,0.6539578,0.02574273],"study_design_scores_gemma":[0.00002894269,0.00004688042,0.006422306,0.001385335,0.00003876662,0.0006898607,0.3224286,0.0001009207,0.0003615785,0.003534295,0.6648543,0.0001082721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01407938,0.00751069,0.0001413521,0.9610847,0.008440184,0.00001248145,0.00006969836,0.00001118784,0.008650277],"genre_scores_gemma":[0.3597101,0.009654775,0.0002491827,0.6058306,0.01318814,0.00004485851,0.00004693412,0.00007789827,0.01119745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4451177,"threshold_uncertainty_score":0.8850537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06241607561003793,"score_gpt":0.3186436861756217,"score_spread":0.2562276105655838,"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."}}