{"id":"W7154732027","doi":"10.5281/zenodo.19621819","title":"Bringing the Memories Home: Indigenous Data Sovereignty in the Preservation of Residential School Photos","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Stewardship (theology); Metadata; First nation; Sovereignty; Treaty; Indigenous education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.009001348,0.0001999814,0.0001849259,0.000809744,0.0189876,0.01290171,0.001373217,0.001460054,0.01189632],"category_scores_gemma":[0.01009125,0.0002742742,0.0002072367,0.001476905,0.01687249,0.007218292,0.01414824,0.003625621,0.001219914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007703705,"about_ca_system_score_gemma":0.01165555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06418905,"about_ca_topic_score_gemma":0.212809,"domain_scores_codex":[0.9937047,0.004025849,0.0001247569,0.0003528898,0.001060965,0.0007308739],"domain_scores_gemma":[0.9942976,0.002220277,0.0003148773,0.00135123,0.000844662,0.0009713252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003532787,0.00004752752,0.001921414,0.0001521908,0.00001056695,0.0008880516,0.8566834,0.0001197235,0.001429676,0.05023012,0.02884424,0.05963773],"study_design_scores_gemma":[0.000004447389,0.0000172721,0.001413399,0.0002634466,0.000007134124,0.0003204845,0.6211115,0.00006049259,0.0008740937,0.005626481,0.370283,0.00001818929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4129945,0.003036439,0.01469179,0.07437459,0.001217686,0.0004154262,0.0003651921,0.0003586851,0.4925456],"genre_scores_gemma":[0.9280964,0.001510197,0.005553503,0.003112845,0.0001508476,0.00008508506,0.00009602219,0.0001904894,0.06120484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986268,"threshold_uncertainty_score":0.1276308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05605040876332802,"score_gpt":0.2429886740060398,"score_spread":0.1869382652427118,"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."}}