{"id":"W2055156616","doi":"10.3109/17483107.2013.832412","title":"Preferences for technology versus human assistance and control over technology in the performance of kitchen and personal care tasks in baby boomers and older adults","year":2013,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute of Nursing Research","keywords":"Context (archaeology); Multinomial logistic regression; Control (management); Anticipation (artificial intelligence); Baby boomers; Psychology; Sample (material); Quality (philosophy); Marketing; Gerontology; Applied psychology; Business; Medicine; Demographic economics; Computer science; Economics; Management","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":[],"category_scores_codex":[0.0006421745,0.0002305335,0.0004697309,0.000625211,0.0003622019,0.00002667733,0.0002749012,0.0008404533,0.000008652797],"category_scores_gemma":[0.001789756,0.0001912166,0.00003260648,0.0009234452,0.01126233,0.0002490802,0.0001112118,0.0004747648,3.796341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398155,"about_ca_system_score_gemma":0.00005544889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006419882,"about_ca_topic_score_gemma":0.008331863,"domain_scores_codex":[0.9980536,0.0001813681,0.0004580489,0.000719777,0.0001695907,0.0004176266],"domain_scores_gemma":[0.9979367,0.001313126,0.0002006303,0.0002846331,0.0002215416,0.00004343013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659885,0.0001265063,0.9510066,0.0002384042,0.00001786984,2.671414e-7,0.009339239,1.853434e-7,0.0002538192,0.009818778,0.000009862552,0.02902249],"study_design_scores_gemma":[0.003264078,0.0007972851,0.8539081,0.0001395788,0.00002089661,0.000001446753,0.1347244,0.00007497625,0.0000534106,0.006725456,0.0001153132,0.0001750903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763844,0.001352537,0.00001456544,0.01985209,0.00004459173,0.002125553,0.00003568005,0.000128235,0.00006232176],"genre_scores_gemma":[0.9978224,0.0001261984,0.0009143472,0.00003020041,0.000007921026,0.001079243,0.000004652682,0.00001006727,0.000004980883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253851,"threshold_uncertainty_score":0.9914284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824766209698939,"score_gpt":0.2829408716718043,"score_spread":0.2746932095748149,"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."}}