{"id":"W14741173","doi":"10.1016/j.vaccine.2003.05.001","title":"The Limitations of Defaults","year":2010,"lang":"en","type":"article","venue":"Vaccine","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Default; Quarter (Canadian coin); Labour economics; Economics; Demographic economics; Actuarial science; Business; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002471598,0.00007759858,0.0001051996,0.0001091452,0.0002122591,0.00007766066,0.0002069479,0.0000303944,0.0001629332],"category_scores_gemma":[0.0006385888,0.00005172404,0.00007141034,0.00050854,0.0000103312,0.0003117627,0.00007680101,0.00009307342,0.0002708835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002948952,"about_ca_system_score_gemma":0.000008597939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002222132,"about_ca_topic_score_gemma":0.002437079,"domain_scores_codex":[0.9993702,0.000003314935,0.0002293028,0.0001126768,0.000151356,0.0001331971],"domain_scores_gemma":[0.9991564,0.0001211889,0.0001701955,0.0002806052,0.0002663671,0.000005310799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005371439,0.00009327548,0.7954562,0.0000273508,0.00001830022,0.00000227366,0.00005209457,0.00001878272,0.01527071,0.1427321,0.02730303,0.01897211],"study_design_scores_gemma":[0.0003073092,0.00000531894,0.529004,0.000008912418,0.00006876676,3.139035e-7,0.00003401085,0.002006114,0.0003986238,0.003269378,0.4648002,0.00009709896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913533,0.00005206875,0.00001246828,0.001080955,0.0003782779,0.00009925503,8.512162e-7,0.0000379092,0.006984969],"genre_scores_gemma":[0.9980897,0.00003009186,0.0002098958,0.0002914183,0.0005491248,0.00000667008,0.00001897421,0.00001055597,0.0007935906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374971,"threshold_uncertainty_score":0.3481749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005679416753362,"score_gpt":0.2226817882848186,"score_spread":0.202624994117285,"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."}}