{"id":"W4417166386","doi":"10.1007/s10502-025-09523-8","title":"Intentionality, capacity, and communication: ethical donor relations strategies for archivists engaging with individuals with memory loss","year":2025,"lang":"en","type":"article","venue":"Archival Science","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ethical issues; Cultural heritage; Qualitative research; Relation (database)","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":[0.03125693,0.000637231,0.0003757318,0.001718095,0.02532425,0.01874003,0.002542134,0.004123816,0.008692594],"category_scores_gemma":[0.0529347,0.0004330703,0.0004649972,0.0009509319,0.02547304,0.01290425,0.023116,0.006635028,0.0007300503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005301631,"about_ca_system_score_gemma":0.01919748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212317,"about_ca_topic_score_gemma":0.00429586,"domain_scores_codex":[0.9772686,0.01789894,0.0004666288,0.0005506325,0.001502474,0.002312751],"domain_scores_gemma":[0.9681013,0.02121465,0.002546085,0.002242122,0.001984949,0.003910915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008955665,0.0002775883,0.005241361,0.0001499573,0.00002185828,0.0005894949,0.7279226,0.000196629,0.000422111,0.2167602,0.005072864,0.04325579],"study_design_scores_gemma":[0.00001802202,0.00005018544,0.0008962398,0.0003200286,0.0000202871,0.0004536543,0.8955991,0.0003575569,0.0004692536,0.06948873,0.03230333,0.00002351694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5788171,0.001662744,0.03078697,0.0774408,0.00076071,0.0003264335,0.00003012512,0.0001464258,0.3100286],"genre_scores_gemma":[0.989444,0.0002413999,0.003125346,0.001299404,0.00003557883,0.0001202875,0.000008115075,0.00002518981,0.005700715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125693,"threshold_uncertainty_score":0.1653044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185177685519039,"score_gpt":0.2652572138508048,"score_spread":0.2234054369956144,"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."}}