{"id":"W2127575612","doi":"10.1017/cbo9780511921018.009","title":"Elder abuse and bullying: exploring theoretical and empirical connections","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Elder abuse; Scope (computer science); Psychology; Population; Gerontology; Dependency (UML); Developmental psychology; Suicide prevention; Poison control; Medicine; Sociology; Medical emergency; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002825841,0.0006780651,0.0006946751,0.003182688,0.00323911,0.005808976,0.001030058,0.002022966,0.004702078],"category_scores_gemma":[0.003767162,0.0004221287,0.0003168563,0.005957962,0.01175923,0.007207511,0.004057776,0.003216911,0.0002964507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005123073,"about_ca_system_score_gemma":0.003447891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324856,"about_ca_topic_score_gemma":0.02161796,"domain_scores_codex":[0.998646,0.0009405861,0.00004616958,0.00007444315,0.0001688019,0.0001239824],"domain_scores_gemma":[0.9954494,0.003876936,0.0002916127,0.0000423832,0.0001747641,0.0001650029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001594161,0.0001528145,0.01454936,0.001259293,0.000028421,0.001185467,0.2702431,0.0002674033,0.0001157481,0.6246307,0.008187657,0.07936413],"study_design_scores_gemma":[0.00001950062,0.0001151322,0.06435186,0.01157018,0.00006103182,0.002223777,0.5212559,0.0008121841,0.00009318959,0.256512,0.142932,0.00005327921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1693913,0.54712,0.003690736,0.0592001,0.000697877,0.0001013114,0.00009577386,0.00001421716,0.2196887],"genre_scores_gemma":[0.5106133,0.47188,0.001604883,0.004611218,0.0006278389,0.0002647171,0.00009729859,0.00001193056,0.01028887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324856,"threshold_uncertainty_score":0.03717071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0878209691314106,"score_gpt":0.2614790590132878,"score_spread":0.1736580898818772,"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."}}