{"id":"W7082164044","doi":"10.11575/prism/50292","title":"Co-Designing Private Social Robots With Older Adults","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Robot; Social robot; Older people; Interpersonal communication; Human–robot interaction; Information privacy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01067946,0.0006460019,0.0003250451,0.0005272748,0.00218671,0.00295551,0.001748702,0.001637987,0.003313963],"category_scores_gemma":[0.0241316,0.0004518086,0.0006255765,0.0001917155,0.003293568,0.004432625,0.004301158,0.001092061,0.0008299731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008350156,"about_ca_system_score_gemma":0.001416546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007772648,"about_ca_topic_score_gemma":0.001705314,"domain_scores_codex":[0.9905696,0.007328967,0.0003099123,0.0008014928,0.0006150794,0.0003749476],"domain_scores_gemma":[0.9844372,0.009948073,0.001106913,0.001858221,0.001280207,0.001369415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001032914,0.003088911,0.05801878,0.002198289,0.0001549279,0.002455988,0.5114254,0.007972749,0.03677975,0.02829387,0.008557468,0.3400209],"study_design_scores_gemma":[0.0007073574,0.00818896,0.03462831,0.001134123,0.000441183,0.00527388,0.4136505,0.05028319,0.04222767,0.05874515,0.384288,0.0004316359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7650892,0.0003595795,0.2082253,0.002673149,0.0001401702,0.001226249,0.00006717538,0.0006465032,0.02157267],"genre_scores_gemma":[0.8913904,0.0001900739,0.1011243,0.0003903434,0.00002331419,0.0008573962,0.00006419623,0.00007841609,0.005881583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067946,"threshold_uncertainty_score":0.05647904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853346900824429,"score_gpt":0.2682046630168163,"score_spread":0.249671194008572,"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."}}