{"id":"W7097791368","doi":"","title":"CHAPTER 5 Abuse of the elderlyCHAPTER 5. ABUSE OF THE ELDERLY. 125 Background","year":2010,"lang":"en","type":"article","venue":"","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminal justice; Government (linguistics); Economic Justice; Elder abuse; Quarter (Canadian coin); Domestic violence; Public health; Social work; Child abuse","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":[0.0003785834,0.0001293127,0.0001781292,0.00003841189,0.0003715843,0.00003447608,0.0009177839,0.0001563067,0.001039143],"category_scores_gemma":[0.00004187808,0.00006801992,0.0002319109,0.0002664342,0.0007747857,0.0001791907,0.00005715528,0.0003024385,0.0000328465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009539389,"about_ca_system_score_gemma":0.00007708416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553358,"about_ca_topic_score_gemma":0.02856895,"domain_scores_codex":[0.9986051,0.000101566,0.0002894565,0.0001979475,0.0005197297,0.0002861526],"domain_scores_gemma":[0.9987583,0.0001704504,0.0001724901,0.0006924105,0.0001392735,0.00006713924],"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":[0.00005171485,0.0005617734,0.02976921,0.00004906502,0.0001364476,0.000001193435,0.1384426,0.000004250061,0.09849823,0.7067151,0.003844613,0.02192584],"study_design_scores_gemma":[0.002914554,0.000529259,0.05909617,0.0006522171,0.0003391101,0.00001499025,0.02519112,0.00005653351,0.2409953,0.03177822,0.6370528,0.001379739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420277,0.00006306828,0.00001562524,0.001097637,0.0007728001,0.0002674416,0.00000270283,0.00002445791,0.1557286],"genre_scores_gemma":[0.9923269,0.0002524537,0.0001016177,0.0004167991,0.0001486304,0.000005952259,1.749374e-7,0.00001322975,0.006734296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6749369,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221274816375716,"score_gpt":0.2815379479956135,"score_spread":0.2593251998318563,"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."}}