{"id":"W7132990790","doi":"","title":"Scams and Aging: Factors Impacting Effective Decision Making","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Socioemotional selectivity theory; Vulnerability (computing); Psychological intervention; Intervention (counseling); Cognition; Test (biology); Social cognitive theory; Social isolation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006756241,0.000569755,0.0007204834,0.0002537069,0.001881414,0.0006449376,0.0002769693,0.0006272473,0.0005222553],"category_scores_gemma":[0.001391193,0.0005657914,0.0002803221,0.001020286,0.0001445012,0.0003553632,0.0001041362,0.000807738,0.00002471382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396839,"about_ca_system_score_gemma":0.0003665572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003985257,"about_ca_topic_score_gemma":0.006756664,"domain_scores_codex":[0.9964802,0.000539384,0.0003854872,0.0009621513,0.0008340452,0.0007986796],"domain_scores_gemma":[0.9957354,0.00294474,0.0004938338,0.0002968532,0.0002615674,0.0002676164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009969057,0.00006467538,0.02115722,0.000200288,0.0002033068,0.0000482919,0.7557673,0.00001813293,0.005363161,0.00006306119,0.0001079156,0.2169069],"study_design_scores_gemma":[0.0007062418,0.0002874807,0.07283122,0.01491339,0.0005156125,0.000009193588,0.8889843,0.0001879448,0.01791632,0.0008089356,0.001393871,0.001445519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97496,0.01028472,0.0002640286,0.00009296367,0.001691931,0.0006816586,0.000001875471,0.00007519672,0.01194756],"genre_scores_gemma":[0.9917516,0.004169376,0.0002221021,0.00005234627,0.0004142205,0.00001919508,0.00003866278,0.00006520106,0.003267333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2154614,"threshold_uncertainty_score":0.9996793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151298884086881,"score_gpt":0.4162441114936531,"score_spread":0.3947311226527843,"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."}}