{"id":"W3043540466","doi":"10.69554/irqu5544","title":"Where in the world are our #ProudlyUNB alumni? How the University of New Brunswick developed a creative caricature to help locate and engage alumni around the world","year":2019,"lang":"en","type":"article","venue":"Journal of education advancement & marketing.","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Pedagogy; Visual arts; Mathematics education; Management; Psychology; Art; Economics","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":[0.004285634,0.0004225987,0.000418853,0.00131333,0.02015395,0.0233259,0.001285421,0.002698714,0.0216894],"category_scores_gemma":[0.00965184,0.0004845102,0.000277095,0.00118519,0.006925121,0.01007083,0.006566318,0.006353258,0.006401267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009185461,"about_ca_system_score_gemma":0.01725139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09712537,"about_ca_topic_score_gemma":0.2831462,"domain_scores_codex":[0.9969833,0.001077832,0.00004968065,0.0001914466,0.0004996515,0.001198028],"domain_scores_gemma":[0.9931289,0.0006485301,0.0003273872,0.0001879424,0.001039058,0.004668155],"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":[0.00009137917,0.0003499326,0.03820645,0.0003776883,0.0000375887,0.0009291734,0.2236661,0.0001074047,0.001745781,0.0412956,0.4554184,0.2377746],"study_design_scores_gemma":[0.000008939385,0.00006811303,0.01068249,0.0005390127,0.00001267104,0.0001711002,0.3441373,0.00007875101,0.0003808373,0.004063108,0.6397939,0.00006384601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1972346,0.01039391,0.00280402,0.5477052,0.007504744,0.0001573614,0.0001912723,0.0003866541,0.2336223],"genre_scores_gemma":[0.7243466,0.0115144,0.002965599,0.05801225,0.001006321,0.0001142964,0.0002413116,0.0003220179,0.2014771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09712537,"threshold_uncertainty_score":0.1931201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612759882858097,"score_gpt":0.3254810747095517,"score_spread":0.2893534758809708,"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."}}