{"id":"W126967858","doi":"10.1007/978-94-007-7987-7_15","title":"The Scientific Study of Personal Wisdom","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; Psychology; Epistemology; Environmental ethics; Philosophy; 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":[0.001923169,0.0006113085,0.0005706371,0.001856479,0.001834404,0.004958599,0.001023971,0.002218293,0.01554783],"category_scores_gemma":[0.004251891,0.0002643482,0.0002847989,0.002061633,0.01566307,0.005617785,0.001459899,0.003604203,0.003064123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288731,"about_ca_system_score_gemma":0.003530158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327191,"about_ca_topic_score_gemma":0.004892783,"domain_scores_codex":[0.9990133,0.0005044414,0.00003347481,0.00008180961,0.0003166007,0.0000504362],"domain_scores_gemma":[0.9971772,0.002201559,0.00008059399,0.0001962193,0.0002396558,0.0001047352],"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":[0.000005286882,0.00001186357,0.00005781879,0.0001075988,0.00000391087,0.00002425002,0.001343939,0.00006015954,0.00003465581,0.8797081,0.08178144,0.03686102],"study_design_scores_gemma":[0.000004965921,0.00000402041,0.0001549557,0.0002154099,0.000002499521,0.00006933106,0.0005770309,0.00007217931,0.00002971264,0.7028086,0.2960564,0.000004831904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00118504,0.1465312,0.006400935,0.03403582,0.004656724,0.00003355635,0.00006400931,0.0000375579,0.8070552],"genre_scores_gemma":[0.1493638,0.1590891,0.01123516,0.02308092,0.01592671,0.0003333297,0.0001749731,0.0001465021,0.6406496],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01554783,"threshold_uncertainty_score":0.05201274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09002280263081323,"score_gpt":0.3720248055020812,"score_spread":0.2820020028712679,"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."}}