{"id":"W4387015484","doi":"10.1007/978-3-031-34888-4_18","title":"Chapter 12: Elder Mistreatment, Evolving Possibilities","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Elder abuse; Scale (ratio); Psychology; Face (sociological concept); Sociology; Medicine; Social science; Geography; Cartography; Human factors and ergonomics; Poison control; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001929329,0.0003142999,0.0003218419,0.0001380023,0.0004547132,0.00010674,0.000280451,0.0003998633,0.02239836],"category_scores_gemma":[0.00004337194,0.0002806959,0.0002702779,0.00002755756,0.0002983277,0.0001418571,0.00007475082,0.0002239632,0.002112261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202167,"about_ca_system_score_gemma":0.000158749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033272,"about_ca_topic_score_gemma":0.02276646,"domain_scores_codex":[0.9983682,0.00002276447,0.0002728364,0.0004795494,0.0004355938,0.0004210524],"domain_scores_gemma":[0.9990916,0.0001938505,0.0001043333,0.0003584177,0.00009848716,0.0001532889],"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":[0.000009594934,0.00001816612,0.0001766179,0.00002879377,0.0002426118,0.00008395036,0.0157227,7.829421e-8,0.000008475158,0.957496,0.01469009,0.0115229],"study_design_scores_gemma":[0.0003125813,0.0001681881,0.00009563167,0.0009211701,0.0002117728,0.000002997167,0.002770074,0.000002057247,0.0001105873,0.401638,0.5927106,0.001056359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000922862,0.001059287,0.000007674533,0.0003137286,0.0004538115,0.0002987003,0.00001819317,0.0004694307,0.9972869],"genre_scores_gemma":[0.004654773,0.004973411,0.00009159069,0.0002105788,0.0005020688,0.00001284548,0.00001626146,0.00007279799,0.9894657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5780205,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05928291031371951,"score_gpt":0.2987879311439138,"score_spread":0.2395050208301943,"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."}}