{"id":"W6922024830","doi":"10.11575/prism/49616","title":"Empowering Seniors for Quality Life (ESQ)","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Government (linguistics); Thematic analysis; Entertainment; Quality of life (healthcare); Disadvantaged; Agency (philosophy); Life skills; Quality (philosophy)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001685351,0.00009381014,0.0002160795,0.00008700704,0.0001770555,0.0001769824,0.000642991,0.0002888964,0.007094678],"category_scores_gemma":[0.00225413,0.00009000026,0.00005780519,0.0001920677,0.000135919,0.00005213168,0.0001266933,0.0000902493,0.0004241775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003953236,"about_ca_system_score_gemma":0.0003346497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988909,"about_ca_topic_score_gemma":0.02107786,"domain_scores_codex":[0.9991332,0.0001101868,0.0001507195,0.0002662367,0.0001403109,0.0001993167],"domain_scores_gemma":[0.999167,0.0003175411,0.0001724152,0.0002530202,0.00002747559,0.00006255669],"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":[0.000004052981,0.00002923941,0.000432343,0.00002004686,0.00005222342,7.337895e-7,0.006132442,1.63221e-7,0.000009198336,0.008196581,0.5324833,0.4526397],"study_design_scores_gemma":[0.00006229209,0.000006239567,0.00005266493,0.00004302897,0.000008235515,1.891185e-8,0.01704008,1.814893e-7,0.00003366302,0.0007746789,0.9818423,0.0001366398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004904535,0.0001185346,0.0002919822,0.002778172,0.001339991,0.0008029572,0.00007114054,0.00008060649,0.9940262],"genre_scores_gemma":[0.0001652078,0.000142413,0.08012364,0.00003253968,0.0004118704,0.00008756225,0.000006479427,0.0001633586,0.9188669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.452503,"threshold_uncertainty_score":0.9967849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2514170012984107,"score_gpt":0.5605725200682615,"score_spread":0.3091555187698508,"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."}}