{"id":"W4406925810","doi":"10.33423/jabe.v27i1.7504","title":"My IRA: Making Up Ground or Cashing It in?","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001339264,0.0001420384,0.0001149417,0.001672311,0.001139538,0.002765371,0.0005435831,0.0007015891,0.003969556],"category_scores_gemma":[0.005873262,0.0001187805,0.0001666974,0.002029924,0.001854443,0.003108871,0.001713273,0.0009327435,0.0005739505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015437,"about_ca_system_score_gemma":0.0007557149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961813,"about_ca_topic_score_gemma":0.04361727,"domain_scores_codex":[0.9993892,0.0002954418,0.000049086,0.00005278317,0.00006697785,0.0001464903],"domain_scores_gemma":[0.9955984,0.00113731,0.002272156,0.00008530921,0.0003730568,0.0005337448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009756307,0.00008609203,0.9158633,0.00009143358,0.00002393322,0.0002305934,0.04179128,0.0001664352,0.0001123242,0.008938665,0.009432403,0.02316596],"study_design_scores_gemma":[0.000004874915,0.0000730161,0.7698239,0.00024229,0.00002120457,0.0001844393,0.2069118,0.0007111275,0.0001441373,0.002975242,0.01888758,0.00002035242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.985379,0.0008367735,0.0001753357,0.004470982,0.0000523858,0.00001123523,0.0006244777,0.000004557506,0.008445208],"genre_scores_gemma":[0.9975942,0.0005752271,0.0001789423,0.0003033195,0.00004775028,0.00001318887,0.0003359126,0.000004475927,0.0009469608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01961813,"threshold_uncertainty_score":0.03900784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760465982133649,"score_gpt":0.2905203332411832,"score_spread":0.2629156734198467,"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."}}