{"id":"W3114239753","doi":"10.5430/wje.v10n6p74","title":"Undergraduate Student Course Engagement of an Ethnically Diverse Population in Auckland, New Zealand","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Ethnic group; Student engagement; Pacific islanders; Psychology; Attrition; Population; Higher education; Scale (ratio); Medical education; Pedagogy; Demography; Sociology; Medicine; Geography; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006663145,0.0003701621,0.0003635608,0.00102371,0.001981386,0.001348434,0.0006180955,0.0004024549,0.002305832],"category_scores_gemma":[0.001749291,0.0003636114,0.0002919203,0.00163355,0.001311135,0.0008900262,0.001316731,0.0008274028,0.0003529853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607692,"about_ca_system_score_gemma":0.003666872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5218893,"about_ca_topic_score_gemma":0.6640183,"domain_scores_codex":[0.9990696,0.00009993429,0.00008701482,0.0001889468,0.0002842606,0.0002701743],"domain_scores_gemma":[0.9985104,0.00009482617,0.0004758592,0.00006008206,0.0002249407,0.0006338053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048713,0.0002273155,0.9632895,0.00006219552,0.00003347775,0.0008000948,0.01926491,0.00003898508,0.001948751,0.00007113384,0.0004773214,0.01368143],"study_design_scores_gemma":[0.000005843376,0.000096513,0.988619,0.00001792863,0.000004784609,0.0001562452,0.01051377,0.00004407328,0.00003878697,0.00001553672,0.000480318,0.00000720877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991358,0.00005305089,0.00001730018,0.00009852734,0.000001899159,0.00002179454,0.0000682488,0.000001403341,0.0006020234],"genre_scores_gemma":[0.9990643,0.0001354743,0.00006680918,0.00006716552,0.000003151901,0.00003591845,0.00007873914,0.000001964828,0.0005465207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218893,"threshold_uncertainty_score":0.9618527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325639257436466,"score_gpt":0.45622431763736,"score_spread":0.3929679250629953,"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."}}