{"id":"W4365152668","doi":"10.47674/9781447364825","title":"Care Technologies for Ageing Societies","year":2023,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Workforce; Pandemic; Falling (accident); Coronavirus disease 2019 (COVID-19); Public relations; Business; Political science; Fertility; Economic growth; Medicine; Economics; Environmental health","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":[0.0001801555,0.0002126982,0.0002464761,0.0001664251,0.0007746437,0.000207919,0.0005341741,0.0005433013,0.000001844315],"category_scores_gemma":[0.0002708369,0.0002263682,0.0002699404,0.00001947053,0.0003501268,0.00003675922,0.0002041019,0.0002388518,0.000007863003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658669,"about_ca_system_score_gemma":0.001185669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738097,"about_ca_topic_score_gemma":0.002594751,"domain_scores_codex":[0.998656,0.00003263198,0.0002071513,0.0003051008,0.0003600364,0.0004391339],"domain_scores_gemma":[0.9991213,0.0002084057,0.0001397711,0.0002256609,0.000265488,0.00003935836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001942384,9.598401e-7,5.531134e-7,0.0001414853,0.00004435388,0.000002445444,0.01149175,0.00001408144,0.00000960086,0.8647712,0.1170585,0.006463045],"study_design_scores_gemma":[0.00005974318,0.00001491434,9.597502e-7,0.0001456602,0.00002632103,1.283935e-7,0.00464262,0.00004879909,0.00003675273,0.1228275,0.8719536,0.0002430506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001681764,0.0009136944,0.0001675752,0.0003815934,0.000718875,0.0005744292,0.0003365279,0.0007732714,0.9961172],"genre_scores_gemma":[0.001011789,0.000318738,0.0001736968,0.0001797617,0.001934361,0.0003457729,0.00009458364,0.00007416767,0.9958671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7548951,"threshold_uncertainty_score":0.9231028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380893696675871,"score_gpt":0.3373663768922404,"score_spread":0.2935574399254817,"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."}}