{"id":"W6968497538","doi":"10.5281/zenodo.3228277","title":"A STUDY ON ABUSE AND NEGLECT OF ELDERLY WOMEN LIVING IN FAMILIES","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","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); China; Population; Domestic violence; Developed country; Poison control","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":[0.0007855539,0.0000721465,0.0001295326,0.0002453983,0.0006422595,0.0002048656,0.0003802379,0.00003671799,0.002308821],"category_scores_gemma":[0.0004071122,0.00007478191,0.00001615513,0.0005604794,0.0001022895,0.0001745341,0.000193835,0.0001452753,0.0007500944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009898685,"about_ca_system_score_gemma":0.000005314066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015796,"about_ca_topic_score_gemma":0.00002877242,"domain_scores_codex":[0.9984989,0.0005338638,0.0001515131,0.0002354004,0.0003060934,0.0002742068],"domain_scores_gemma":[0.9994547,0.00009130841,0.00005214481,0.0001977958,0.0001240378,0.00008002336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001168718,0.0009173173,0.00668431,0.00006941124,0.00006148661,0.00001549839,0.8585024,0.00002476855,0.004588437,0.002114832,0.004490183,0.1224145],"study_design_scores_gemma":[0.002258862,0.006026091,0.1327461,0.0005565669,0.00001696436,0.00000986435,0.280596,0.0000496565,0.0003313938,0.0003953579,0.576486,0.0005271511],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305878,0.0000415526,0.000006244768,0.00007713479,0.00002945229,0.0004222871,0.000004663523,0.00011886,0.06871201],"genre_scores_gemma":[0.9987926,0.0003226389,0.000008011198,0.00003979281,0.00002806337,4.963502e-8,0.000005530533,0.0002145271,0.0005887315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779064,"threshold_uncertainty_score":0.9986032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923990014383304,"score_gpt":0.27527258908111,"score_spread":0.246032688937277,"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."}}