{"id":"W4402890083","doi":"10.4017/gt.2024.23.s.1018.opp","title":"Ethical considerations in AgeTech: Towards inclusive and equitable solutions","year":2024,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"AGE-WELL","keywords":"Ethical issues; Sociology; Engineering ethics; Computer science; Internet privacy; Environmental ethics; Business; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.1862271,0.001401738,0.00160293,0.003716615,0.02534561,0.03104267,0.005254541,0.01943745,0.00529036],"category_scores_gemma":[0.1450081,0.0009630834,0.001581836,0.002706296,0.0762995,0.03127466,0.03751643,0.02905298,0.001592561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02374959,"about_ca_system_score_gemma":0.0953782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009760777,"about_ca_topic_score_gemma":0.01463709,"domain_scores_codex":[0.7764371,0.1688408,0.005728965,0.006605029,0.03326534,0.009122657],"domain_scores_gemma":[0.7170365,0.1789371,0.01940634,0.01279276,0.03661593,0.03521124],"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":[0.00005253974,0.000272388,0.004062223,0.00160947,0.00006659119,0.001302421,0.2876001,0.0009180939,0.0009638531,0.4946468,0.06398714,0.1445184],"study_design_scores_gemma":[0.00002552365,0.00009246113,0.001493068,0.004612886,0.00002450406,0.0008109888,0.1594533,0.0007477958,0.0005488309,0.4538695,0.3782147,0.000106587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0253804,0.02072591,0.07553013,0.7981516,0.005231875,0.000620275,0.00006806356,0.0001969896,0.07409492],"genre_scores_gemma":[0.6059741,0.02889507,0.1118258,0.223135,0.005599092,0.001756943,0.0001647483,0.0003335652,0.02231566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1862271,"threshold_uncertainty_score":0.9848749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280998362989736,"score_gpt":0.2668988472891656,"score_spread":0.238799010990192,"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."}}