{"id":"W2559345869","doi":"","title":"Understanding 'Elder Abuse and Neglect': A Critique of Assumptions Underpinning Responses to the Mistreatment and Neglect of Older People","year":2012,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Elder abuse; Government (linguistics); Sociology; Criminology; Underpinning; Politics; SAINT; Legislation; Variety (cybernetics); Political science; Psychology; Law; Poison control; History; Suicide prevention; Medicine; Engineering; Philosophy; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00057098,0.0001985373,0.0003232847,0.0001737875,0.0006953744,0.00005639886,0.0001878449,0.0001369468,0.0001238549],"category_scores_gemma":[0.0002840557,0.0001618993,0.00008302658,0.0006484707,0.0003580579,0.000255738,0.00007856415,0.0001533221,0.00001283789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337979,"about_ca_system_score_gemma":0.0001696433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122456,"about_ca_topic_score_gemma":0.01737586,"domain_scores_codex":[0.9981967,0.0004899104,0.0003146411,0.000266261,0.0002298755,0.0005026407],"domain_scores_gemma":[0.9982238,0.001007676,0.0001099874,0.000272724,0.0001312843,0.0002545658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002379884,0.0007671557,0.09565111,0.0002532641,0.0003527619,0.000003223611,0.822306,0.000004451396,0.007592398,0.06189062,0.007262204,0.003678842],"study_design_scores_gemma":[0.00717122,0.002442276,0.5476561,0.005951245,0.002078632,0.0001208908,0.2218945,0.0002041025,0.0488275,0.01656039,0.1438271,0.003266121],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621119,0.01206024,0.003193396,0.001892466,0.0002379499,0.000788168,0.00001487822,0.00007157985,0.01962945],"genre_scores_gemma":[0.9960465,0.002197901,0.0003658626,0.0001308302,0.0001566221,0.00004826525,0.000001842302,0.00002317736,0.001028972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6004115,"threshold_uncertainty_score":0.9696137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398922097318292,"score_gpt":0.3546154522256958,"score_spread":0.2806262312525128,"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."}}