{"id":"W4406949466","doi":"10.1109/ihtc61819.2024.10855026","title":"Using AI to help Preserve Indigenous Oral Histories","year":2024,"lang":"en","type":"article","venue":"","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Indigenous; Computer science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002263434,0.0003699088,0.0002311218,0.001738615,0.001462957,0.003270759,0.0008607485,0.0006765089,0.005755532],"category_scores_gemma":[0.005973123,0.0001909857,0.0002681863,0.000826831,0.00172982,0.002851681,0.002190512,0.0009014828,0.002148394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005878853,"about_ca_system_score_gemma":0.001285338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031541,"about_ca_topic_score_gemma":0.007801455,"domain_scores_codex":[0.998976,0.0003652126,0.00007657236,0.0001685313,0.000357073,0.00005669926],"domain_scores_gemma":[0.9973896,0.001430856,0.0002140629,0.0004105395,0.0004629672,0.0000920631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007959484,0.00005633021,0.003558446,0.000680754,0.00004260035,0.0004642313,0.01101812,0.004659849,0.04041348,0.02517431,0.008210255,0.9056419],"study_design_scores_gemma":[0.00004619121,0.0002938721,0.01699768,0.001512773,0.0001608291,0.002273108,0.0239584,0.05501457,0.0667095,0.1257805,0.7069957,0.000256985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.08831639,0.004636415,0.76449,0.006707569,0.0008189036,0.0003375799,0.0006378351,0.005262742,0.1287925],"genre_scores_gemma":[0.3007652,0.003501607,0.6634156,0.000847702,0.0002632718,0.0001532261,0.000841843,0.0004498255,0.02976173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005755532,"threshold_uncertainty_score":0.01925421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.26762171452337,"score_gpt":0.3000803704888497,"score_spread":0.03245865596547964,"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."}}