{"id":"W2888038887","doi":"","title":"SILVER LINING: OLDER PEOPLE CROSSING BOUNDARIES AND DEFYING EXPECTATIONS","year":2012,"lang":"en","type":"article","venue":"2012 Annual Meeting","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Forensic engineering; Economics; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005860666,0.0001008545,0.0001287476,0.00005604159,0.004691102,0.0008514714,0.0000841156,0.0000875784,0.00009567471],"category_scores_gemma":[0.0004779889,0.0001012439,0.00003881114,0.0002066834,0.0004702787,0.001321649,0.00005455372,0.0001277171,0.00003359918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112718,"about_ca_system_score_gemma":0.0001578959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360906,"about_ca_topic_score_gemma":0.003322767,"domain_scores_codex":[0.9987837,0.0001336842,0.0001636627,0.0001545771,0.0002156302,0.0005487485],"domain_scores_gemma":[0.9992657,0.0003174801,0.00007760833,0.00008325588,0.00008640972,0.0001695434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000398117,0.00002995904,0.1551732,0.00001180774,0.00001334327,6.811122e-7,0.8339752,0.000001654721,0.0003884665,0.002291006,0.001507025,0.006603697],"study_design_scores_gemma":[0.0007586954,0.00005830586,0.1013415,0.0006693201,0.0001209442,0.00001316065,0.6599814,0.0001130111,0.001900483,0.001246022,0.2328044,0.000992746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780558,0.007736372,0.0003361666,0.0004680789,0.0005260651,0.0001060943,0.00000321851,0.0001194052,0.01264885],"genre_scores_gemma":[0.9968255,0.00005203833,0.001558934,0.0001291961,0.0008384789,0.00001058985,0.00000194476,0.000015419,0.0005679206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312973,"threshold_uncertainty_score":0.9966047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213557824561199,"score_gpt":0.319533175366589,"score_spread":0.2981773929104691,"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."}}