{"id":"W4285722437","doi":"10.1007/978-3-031-01605-9_10","title":"Financial Wellness and Employment","year":2020,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on assistive, rehabilitative, and health-preserving technologies","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Business; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008641247,0.001112144,0.00178156,0.001215947,0.001072259,0.0003829002,0.0008631313,0.0007694463,0.0002592731],"category_scores_gemma":[0.005353703,0.0009735183,0.000328997,0.0003730709,0.000976382,0.0004484972,0.001461832,0.00110446,0.0000863866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609548,"about_ca_system_score_gemma":0.0001559192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005858879,"about_ca_topic_score_gemma":0.0009288309,"domain_scores_codex":[0.9956068,0.00006774515,0.001028758,0.001803558,0.0007675081,0.0007256386],"domain_scores_gemma":[0.9963053,0.001276193,0.001099041,0.0009628686,0.0003015668,0.00005498991],"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":[0.0006330425,0.000176181,0.0322083,0.004858047,0.0002068713,0.00005586195,0.0003749517,0.00001239089,0.00005283029,0.7434997,0.05305966,0.1648622],"study_design_scores_gemma":[0.000615324,0.0005299922,0.1457229,0.003829909,0.0004058692,0.00000254341,0.0005546478,0.0003102287,0.0001516775,0.4950628,0.3507831,0.002031115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1133159,0.05575312,0.0004638519,0.3000836,0.002570701,0.01388235,0.0009867604,0.01323214,0.4997116],"genre_scores_gemma":[0.9691032,0.0049342,0.004407366,0.006885649,0.001160137,0.0006824693,0.0001441505,0.0004849109,0.01219788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8557874,"threshold_uncertainty_score":0.9992715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909174137724458,"score_gpt":0.258696992647606,"score_spread":0.2296052512703615,"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."}}