{"id":"W4256409569","doi":"10.1017/cbo9780511778018.009","title":"Summary and Conclusions","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003922231,0.001027669,0.0007219954,0.0033376,0.001763808,0.006136917,0.002542864,0.002569784,0.2310975],"category_scores_gemma":[0.01525858,0.000258935,0.001043599,0.004116449,0.0006496462,0.004105421,0.002835001,0.002098984,0.1050066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121439,"about_ca_system_score_gemma":0.009508454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285484,"about_ca_topic_score_gemma":0.01150287,"domain_scores_codex":[0.9968741,0.0005095252,0.0002149433,0.0004415896,0.001487295,0.0004725826],"domain_scores_gemma":[0.9919723,0.001036587,0.0003137383,0.0006037506,0.005097859,0.0009757444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009428295,0.00002580982,0.0008630456,0.001318599,0.00002021613,0.00007798379,0.0001698489,0.0001546834,0.00009189246,0.012866,0.8223797,0.1619379],"study_design_scores_gemma":[0.00001178055,0.00002892628,0.001668817,0.001634356,0.00002405347,0.00007521059,0.0003431684,0.00003156205,0.0001273184,0.003981203,0.9920645,0.00000898127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003004103,0.06656834,0.005052109,0.1509335,0.053809,0.0008173411,0.03586774,0.001331637,0.6826162],"genre_scores_gemma":[0.03813393,0.09321303,0.007594466,0.08609653,0.01658243,0.001137136,0.03092045,0.000772612,0.7255494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2310975,"threshold_uncertainty_score":0.7730981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440345525384237,"score_gpt":0.1813643695624796,"score_spread":0.1669609143086372,"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."}}