{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004274921,0.0001014162,0.00009794831,0.0001545994,0.001319954,0.0007094344,0.0003480942,0.000005558986,0.00001168427],"category_scores_gemma":[0.00003063495,0.00007098268,0.00002539722,0.0001011298,0.004367353,0.000599029,0.000213079,0.0002230705,0.000003401301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001569852,"about_ca_system_score_gemma":0.0001667512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009005809,"about_ca_topic_score_gemma":0.0003476251,"domain_scores_codex":[0.9990684,0.00004544298,0.0001419282,0.0002575215,0.0002859321,0.000200729],"domain_scores_gemma":[0.9991388,0.000480993,0.00005115359,0.0001827001,0.00008218652,0.00006419549],"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":[0.00002163143,0.00005377774,0.0007993727,0.00004162527,0.00003104627,6.388253e-7,0.007150191,0.00006683919,0.000006819236,0.9880944,0.0001349135,0.003598697],"study_design_scores_gemma":[0.000299711,0.0001043317,0.1252882,0.0001743037,0.00002418573,0.00000552974,0.002223463,0.0002004491,0.000009672085,0.8626715,0.008875237,0.0001233915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3671923,0.000007371758,0.007667109,0.01108581,0.00004183213,0.0003375857,0.00008698618,0.00004951568,0.6135315],"genre_scores_gemma":[0.9915994,0.000003706667,0.00573299,0.00059363,0.00002896958,0.00007390846,0.00003367901,0.000004492,0.001929197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6244072,"threshold_uncertainty_score":0.9999802,"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."}}