{"id":"W7126243506","doi":"10.1017/flw.2026.10008","title":"Increasing financial confidence in Canadian women","year":2025,"lang":"en","type":"article","venue":"Journal of Financial Literacy and Wellbeing","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Carleton University","funders":"","keywords":"Competence (human resources); Financial management; Psychological intervention; Intervention (counseling); Financial literacy; Gender gap","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603803,0.000326241,0.0004100984,0.0009461914,0.004298418,0.001437494,0.000753314,0.0004803753,0.005679723],"category_scores_gemma":[0.004933035,0.0002268166,0.0003985249,0.001086829,0.0009538289,0.0003384225,0.0009711939,0.0008276244,0.0003567774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01473959,"about_ca_system_score_gemma":0.0192366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9469344,"about_ca_topic_score_gemma":0.9648851,"domain_scores_codex":[0.998836,0.0001203372,0.00002817781,0.00009632698,0.0004291175,0.0004899605],"domain_scores_gemma":[0.9978211,0.0002638092,0.000309816,0.00006019372,0.000741332,0.0008037472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005680942,0.001314279,0.8032877,0.0002040475,0.00005435423,0.0003853696,0.03953926,0.0001080232,0.001874337,0.0005950059,0.006611208,0.1454584],"study_design_scores_gemma":[0.00006439345,0.0005841648,0.9566293,0.0001619528,0.00004297464,0.0001225869,0.02741553,0.0001999474,0.0006657338,0.000128834,0.01391968,0.00006480548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921485,0.0003853112,0.00004182105,0.0004758911,0.0000280947,0.00007224175,0.0003114625,0.000006077662,0.006530461],"genre_scores_gemma":[0.9962386,0.0003456889,0.0001476973,0.000213923,0.000005913365,0.00004140277,0.000165054,0.000002078742,0.002839748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0530656,"threshold_uncertainty_score":0.1069437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004245030158145889,"score_gpt":0.221895767562735,"score_spread":0.2176507374045891,"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."}}