{"id":"W7106003491","doi":"10.26021/16068","title":"Māori approaches to supportive communication – living well with mate wareware (dementia).","year":2025,"lang":"en","type":"dissertation","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Dementia; Psychological intervention; Augmentative and alternative communication; Focus group; Traditional knowledge; Face (sociological concept); Culturally appropriate","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":[0.003246199,0.0003043831,0.0002586226,0.0007719517,0.00533367,0.002505476,0.0007614912,0.001064427,0.003742145],"category_scores_gemma":[0.003774526,0.0001944171,0.0004110274,0.0005888534,0.004489876,0.002105516,0.004793727,0.001877702,0.0005507357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594511,"about_ca_system_score_gemma":0.004205925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007440861,"about_ca_topic_score_gemma":0.02153707,"domain_scores_codex":[0.9982675,0.001100332,0.00007620296,0.00011266,0.0002230838,0.0002201524],"domain_scores_gemma":[0.9987751,0.0003919027,0.0002272881,0.0001096231,0.0001821443,0.0003139647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006311616,0.0001434195,0.01534211,0.001343306,0.00006823013,0.001775974,0.6846519,0.00007265921,0.002302228,0.06370265,0.009900122,0.2206343],"study_design_scores_gemma":[0.00003668278,0.0005356423,0.05139522,0.003079031,0.0001499767,0.008137505,0.4887134,0.0002615212,0.001606456,0.03322572,0.4127796,0.00007929211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6153751,0.04732728,0.008787511,0.05447793,0.001259113,0.0003271072,0.0001207094,0.0001163358,0.2722089],"genre_scores_gemma":[0.9540226,0.01488743,0.006811575,0.003477379,0.0001678437,0.0002419402,0.00004302401,0.0000167071,0.02033149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007440861,"threshold_uncertainty_score":0.01882464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416715867031133,"score_gpt":0.2881892800617097,"score_spread":0.2340221213913984,"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."}}