{"id":"W4214505608","doi":"10.3390/soc12020035","title":"Digitization of Aging-in-Place: An International Comparison of the Value-Framing of New Technologies","year":2022,"lang":"en","type":"article","venue":"Societies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Trent University","funders":"","keywords":"Framing (construction); Autonomy; Globe; Public relations; Political science; Sustainability; Psychological intervention; Sociology; Economic growth; Psychology; Economics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003242688,0.00004861375,0.0001367378,0.00008232737,0.0001553067,0.000007097341,0.0006978808,0.00007476115,0.00002409732],"category_scores_gemma":[0.0002747682,0.00004526701,0.00005369848,0.0004408568,0.000629047,0.000134932,0.0002557664,0.000170764,1.390189e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008742962,"about_ca_system_score_gemma":0.0001670799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007760265,"about_ca_topic_score_gemma":0.0003929281,"domain_scores_codex":[0.9990634,0.00008021417,0.00023096,0.0001019479,0.000415652,0.000107798],"domain_scores_gemma":[0.9994305,0.00007331715,0.0002555775,0.0001691401,0.00006426423,0.000007247664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008904654,0.0001893547,0.7189436,0.00003652261,0.00003777385,1.807536e-7,0.1551707,0.002356529,0.001873282,0.1071417,0.002266761,0.01197477],"study_design_scores_gemma":[0.0005635766,0.0001281303,0.05844757,0.00009312342,0.00002042316,5.149343e-7,0.8224374,0.0008042335,0.04945912,0.05647778,0.01140109,0.0001670321],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934549,0.0002806286,0.00007833814,0.004152003,0.0002578569,0.0001372972,0.00001204484,0.0001079118,0.001519025],"genre_scores_gemma":[0.9990655,0.00005069408,0.0004413569,0.00001411498,0.00001055717,0.000006550592,0.000002585256,0.00000447842,0.0004041224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6672667,"threshold_uncertainty_score":0.231775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421896765482943,"score_gpt":0.3277270270441466,"score_spread":0.3035080593893172,"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."}}