{"id":"W2508537082","doi":"10.7748/ns.19.22.27.s38","title":"Linda Thomas","year":2005,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002673968,0.00005652944,0.00008564147,0.00003528882,0.0005040244,0.00007007263,0.0001136294,0.00006498241,0.0002708927],"category_scores_gemma":[0.00004386716,0.00005576668,0.00004292931,0.0001573235,0.0001689165,0.0001392713,0.000003907247,0.00009460036,0.0000693329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214419,"about_ca_system_score_gemma":0.0001721944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005898926,"about_ca_topic_score_gemma":0.0007223824,"domain_scores_codex":[0.9991206,0.00006750657,0.00008516737,0.0001250492,0.0003328316,0.0002688793],"domain_scores_gemma":[0.9996912,0.00004492723,0.00002368313,0.0001029616,0.00005260671,0.00008457006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000377389,0.00003861101,0.0004375755,0.000001202165,0.000006641889,0.000002975388,0.03927685,0.000005195489,0.000155002,0.01450909,0.07832513,0.867204],"study_design_scores_gemma":[0.0002148907,0.00004449793,0.0001294055,0.0001621848,0.000009557159,0.000001302055,0.001215874,0.000006145222,0.002079135,0.003697911,0.9923391,0.0001000063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1094408,0.002139203,0.001669381,0.0277335,0.0008120635,0.0001703029,0.000008213946,0.0003193503,0.8577072],"genre_scores_gemma":[0.9919426,0.0002684027,0.002155486,0.0003665438,0.0009141723,0.000002242776,0.000001091065,0.00001058919,0.004338867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.914014,"threshold_uncertainty_score":0.3876599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305658528531312,"score_gpt":0.3638524780163079,"score_spread":0.3407958927309948,"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."}}