{"id":"W7103187843","doi":"10.25411/aru.30499400","title":"Conceptualizing and prototyping an open web-based decolonial methodological platform to facilitate the digitization and equitable management of indigenous knowledge.","year":2025,"lang":"","type":"dissertation","venue":"Anglia Ruskin Research Online (Anglia Ruskin University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Participatory action research; Citizen journalism; Participatory design; Colonialism; Digitization","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01708436,0.0004717107,0.0002673808,0.002193954,0.0042617,0.01367349,0.002940603,0.002466394,0.007486273],"category_scores_gemma":[0.01986064,0.0005462309,0.0006962353,0.001557532,0.01002863,0.01694849,0.01252442,0.002213956,0.001691778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003852182,"about_ca_system_score_gemma":0.008001836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036699,"about_ca_topic_score_gemma":0.007729578,"domain_scores_codex":[0.9910594,0.005711926,0.0003915299,0.0006202863,0.001725267,0.0004916358],"domain_scores_gemma":[0.987491,0.006939168,0.0005513856,0.002652926,0.001419634,0.0009459172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007819413,0.0003523936,0.003078547,0.001194159,0.00002774541,0.001140239,0.2161357,0.002242548,0.008680667,0.6185796,0.008931852,0.1395583],"study_design_scores_gemma":[0.00005738762,0.0002663178,0.001320881,0.001320259,0.00004891338,0.001009076,0.08894619,0.007993455,0.007433015,0.1400231,0.751505,0.00007648462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1414467,0.00150914,0.6435145,0.01477305,0.0006608205,0.002768028,0.000325449,0.001292722,0.1937096],"genre_scores_gemma":[0.3923805,0.001459305,0.5558442,0.001135502,0.00007892268,0.002279077,0.0004542001,0.0006570442,0.0457112],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9970594,"threshold_uncertainty_score":0.09035182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532186624302031,"score_gpt":0.4585085588919031,"score_spread":0.2052898964617,"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."}}