{"id":"W4362689219","doi":"10.3138/cjpe.16.005","title":"Insurance Claimants Working While on Claim","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Unemployment; Work (physics); Actuarial science; Business; Labour economics; Insurance policy; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073373,0.0001150504,0.0001999467,0.0002754666,0.0008475321,0.00002506275,0.000149922,0.0001075473,0.0006986527],"category_scores_gemma":[0.0003542095,0.0000978333,0.00007172176,0.0003170359,0.00004849497,0.0001434454,0.000008206395,0.0004866787,0.0001088194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146291,"about_ca_system_score_gemma":0.001320461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009971253,"about_ca_topic_score_gemma":0.04563102,"domain_scores_codex":[0.9980317,0.0004268685,0.0005257477,0.0001199967,0.0004426674,0.0004529761],"domain_scores_gemma":[0.9982584,0.0001212812,0.0004140887,0.0001350837,0.0007482707,0.0003228882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003488461,0.00002305414,0.6374558,0.00001066092,0.00003291254,0.00001919775,0.001501729,0.00004155115,0.000004444458,0.0003349377,0.00986618,0.3506746],"study_design_scores_gemma":[0.001209423,0.0003949619,0.6589914,0.0006325899,0.00005090684,0.0000090421,0.001025652,0.0001627481,0.00000362064,0.001808134,0.3355814,0.0001301512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554111,0.001134973,0.00003126362,0.006185567,0.001934079,0.001346639,0.000004162493,0.00002532768,0.03392684],"genre_scores_gemma":[0.997624,0.00008775828,0.0001770134,0.0006706981,0.0007815132,0.0001126331,0.000008599795,0.00001754087,0.0005201919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505445,"threshold_uncertainty_score":0.9717837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3355999945586563,"score_gpt":0.4889647120288136,"score_spread":0.1533647174701573,"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."}}