{"id":"W4401434599","doi":"10.1108/qrj-03-2024-0075","title":"Mele as methodology: crafting (k)new tools for Indigenous research","year":2024,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Indigenous; Originality; Value (mathematics); Sociology; Traditional knowledge; Dance; Quarter (Canadian coin); Action research; Visual arts; Anthropology; History; Pedagogy; Archaeology; Computer science; Art; Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.1138494,0.0001286839,0.0003088154,0.0009277664,0.004656679,0.001462348,0.0006667436,0.0001653111,0.001488974],"category_scores_gemma":[0.03965424,0.0001120264,0.0001641129,0.002008251,0.002734761,0.0007508252,0.00008292976,0.00235379,0.000797359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254792,"about_ca_system_score_gemma":0.007818976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622072,"about_ca_topic_score_gemma":0.0006990295,"domain_scores_codex":[0.9705065,0.02467427,0.0004241612,0.0003988178,0.002415717,0.001580476],"domain_scores_gemma":[0.9492265,0.04784064,0.00007578488,0.0001829713,0.001889122,0.0007849664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008055177,0.00002500866,0.000005857401,0.00003089731,0.00006726722,0.00007635494,0.7225093,3.452539e-7,0.0003016557,0.08668405,0.05794231,0.1322765],"study_design_scores_gemma":[0.00009482781,0.0003358017,0.000002226532,0.00006108866,0.000002965002,0.00001451953,0.4783793,0.000002254759,0.00006695646,0.1115728,0.409393,0.00007418674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0227493,0.02222089,0.04962183,0.02830957,0.002547477,0.00243692,0.000112653,0.0002750052,0.8717263],"genre_scores_gemma":[0.5057535,0.003596805,0.09317002,0.0002196837,0.01112453,0.0002670857,0.00002626016,0.0001518216,0.3856903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4860361,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7150898167738728,"score_gpt":0.6968294912133864,"score_spread":0.0182603255604864,"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."}}