{"id":"W2014286925","doi":"10.1080/02763890903035498","title":"Older Adults’ Use of Adaptable Design Features in Housing Units: An Exploratory Study","year":2009,"lang":"en","type":"article","venue":"Journal of Housing for the Elderly","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; Qualitative research; Exploratory research; Independence (probability theory); Built environment; Research design; Level design; Environmental design; Gerontology; Independent living; Psychology; Applied psychology; Architectural engineering; Engineering; Medicine; Sociology; Computer science; Civil engineering; Human–computer interaction","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":[0.001860904,0.000115323,0.000268396,0.0001761823,0.0006196319,0.0001345398,0.0002425759,0.00005411464,0.000003491676],"category_scores_gemma":[0.0003432731,0.00008048716,0.00006811166,0.0004151074,0.00009233178,0.0008357816,0.00001009426,0.0001812915,1.295194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006514597,"about_ca_system_score_gemma":0.0002593422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248959,"about_ca_topic_score_gemma":0.02631551,"domain_scores_codex":[0.9984671,0.0003697521,0.0004113636,0.0001089659,0.0003987307,0.0002440976],"domain_scores_gemma":[0.9984666,0.0004177854,0.0004498069,0.0001370399,0.0004707431,0.00005809186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003732362,0.000596864,0.003292492,0.00001007075,0.00008148762,0.00001900672,0.9553943,0.002864728,0.0001178119,0.0002089396,0.0032551,0.03378593],"study_design_scores_gemma":[0.007019088,0.01052854,0.1424944,0.001350177,0.0006302271,0.00001632976,0.8245804,0.0008401769,0.001086823,0.004330222,0.006274045,0.000849566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893314,0.001641455,0.0078971,0.0003560132,0.0002881577,0.0004546049,0.000001450157,0.00001576883,0.00001403148],"genre_scores_gemma":[0.9968626,0.0002439535,0.002369964,0.00007142125,0.0003709595,0.000002959915,2.058316e-7,0.00001253029,0.00006542071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392019,"threshold_uncertainty_score":0.9914517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154348497249911,"score_gpt":0.3129030675955258,"score_spread":0.2413595826230266,"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."}}