{"id":"W1542468874","doi":"","title":"Women Returning to Employment, Education and Training in Ireland: An Analysis of Transitions*","year":2004,"lang":"en","type":"article","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Justice","keywords":"Irish; Labour supply; Labour economics; Work (physics); Quarter (Canadian coin); Stock (firearms); Demographic economics; Transition (genetics); Economics; Supply and demand; Geography; Engineering","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00625586,0.0003828396,0.001183124,0.005924143,0.001588183,0.000143472,0.0008993223,0.0002926408,0.0003572014],"category_scores_gemma":[0.001760139,0.0003763975,0.0001438329,0.00898608,0.0001870042,0.001077113,0.0006774015,0.001505906,0.00004401948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214668,"about_ca_system_score_gemma":0.00211451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008262952,"about_ca_topic_score_gemma":0.03911005,"domain_scores_codex":[0.9930514,0.001758743,0.001378969,0.0009536791,0.001247111,0.001610093],"domain_scores_gemma":[0.995626,0.001178984,0.0002419879,0.0007548452,0.001202467,0.0009956949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004383732,0.003672832,0.5498339,0.0008846216,0.001527885,0.00008150614,0.3701822,0.002503167,0.0005134135,0.03451697,0.003198035,0.02870177],"study_design_scores_gemma":[0.004970317,0.001528473,0.8696045,0.000622233,0.0002136607,0.000001799179,0.1063833,0.0002050817,0.0001428942,0.003412307,0.01219967,0.0007158154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774568,0.00008213367,0.0002260415,0.01424459,0.0002447554,0.003176627,0.0004052188,0.000106092,0.004057742],"genre_scores_gemma":[0.9951144,0.0001138853,0.0003505844,0.0008802555,0.0002378917,0.001665149,0.0001587382,0.00004953613,0.0014295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3197706,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2333563050256215,"score_gpt":0.5096146567236374,"score_spread":0.2762583516980159,"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."}}