{"id":"W6927689906","doi":"10.35010/ecuad:18058","title":"Intergenerational Aid in the 21st Century","year":2023,"lang":"en","type":"article","venue":"Emily Carr University of Art and Design Repository","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Immigration; Qualitative research; Citizen journalism; Participatory action research; Participant observation; Agency (philosophy); Digital divide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312047,0.00003991633,0.00006297464,0.000144378,0.0003344379,0.00001023985,0.0001828918,0.00007286933,0.000009608064],"category_scores_gemma":[0.00002318986,0.0000392441,0.000026017,0.0003277988,0.0002847076,0.00009392459,0.00003783785,0.00008053803,0.00001121047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002435148,"about_ca_system_score_gemma":0.00007179541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004352773,"about_ca_topic_score_gemma":0.0005569496,"domain_scores_codex":[0.9994054,0.0001673786,0.00005858972,0.0001101318,0.0001508749,0.0001076319],"domain_scores_gemma":[0.9997147,0.0001085916,0.00003191795,0.00008848204,0.00003092886,0.00002532979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001933637,0.0001236557,0.110557,0.0000368017,0.000096558,0.0005581619,0.244912,0.0001503132,0.02293081,0.05784267,0.5582145,0.00438417],"study_design_scores_gemma":[0.00120621,0.0001531494,0.1160593,0.00007958822,0.0000430116,0.00001551671,0.3058696,0.000203684,0.002318818,0.001478244,0.572239,0.0003338889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043946,0.0003261868,0.0003765812,0.003667265,0.0004749677,0.0003147627,0.000003835896,0.0001920945,0.09024975],"genre_scores_gemma":[0.9974403,0.000587425,0.0002899384,0.00004513224,0.00004431009,3.068312e-7,0.000002640428,0.000001995933,0.001587987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0930457,"threshold_uncertainty_score":0.257226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453681664025735,"score_gpt":0.2242402138873273,"score_spread":0.2097033972470699,"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."}}