{"id":"W7118072868","doi":"10.1093/geroni/igaf122.621","title":"Examining the Psychometric Properties and Factor Structure of EASE","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Usability; Construct (python library); Construct validity; Resource (disambiguation); Component (thermodynamics); Dual (grammatical number)","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":[],"consensus_categories":[],"category_scores_codex":[0.00006141707,0.00004645945,0.00007339979,0.0006117173,0.00002069312,0.00001856445,0.00004794051,0.00002060031,0.00001288841],"category_scores_gemma":[0.00006251763,0.00003225719,0.000005431379,0.002605943,0.00001623817,0.00005287388,0.000009576816,0.00007496803,1.828606e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449183,"about_ca_system_score_gemma":0.000005845581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923367,"about_ca_topic_score_gemma":0.00001364687,"domain_scores_codex":[0.9996385,0.000009679393,0.0001891325,0.00005476414,0.00005446017,0.00005345455],"domain_scores_gemma":[0.9998368,0.00002580479,0.00002366258,0.00007090322,0.0000392372,0.000003565482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005438229,0.000007787614,0.4746603,0.0002028233,0.00007255118,4.683797e-7,0.001892963,0.007502008,0.4429839,0.002295658,0.0002766155,0.07009955],"study_design_scores_gemma":[0.0005524189,0.0000154938,0.7774405,0.0002793775,0.00002627201,8.824725e-7,0.0007939785,0.1160381,0.1020791,0.001840361,0.0006994394,0.0002340702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937877,0.0003988881,0.005278618,0.00007242841,0.00007111836,0.00004738442,0.000001491726,0.00002438181,0.000317985],"genre_scores_gemma":[0.9997237,0.000008931655,0.0001239545,0.00004983645,0.00001113803,0.000002143418,0.000001257105,0.000003560771,0.00007544948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3409048,"threshold_uncertainty_score":0.131541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880785315686154,"score_gpt":0.230270578756215,"score_spread":0.1914627255993535,"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."}}