{"id":"W7096478581","doi":"","title":"Iowa Workforce Development","year":2011,"lang":"en","type":"article","venue":"","topic":"Economic, Social, and Health Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Workforce development; Quarter (Canadian coin); Workforce planning; Aging in the American workforce","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002898109,0.0001033848,0.0002729796,0.00008007329,0.000204037,0.00001568988,0.0001324687,0.00006437732,0.001870867],"category_scores_gemma":[0.00001689394,0.0001163816,0.00005417221,0.00006820945,0.00003765317,0.000101853,0.00005174776,0.00006967716,0.004906964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009644733,"about_ca_system_score_gemma":0.00002482953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002406513,"about_ca_topic_score_gemma":0.000198667,"domain_scores_codex":[0.99894,0.000003011008,0.0005041885,0.000244386,0.00001042383,0.0002979733],"domain_scores_gemma":[0.9995946,0.00001594986,0.0001529401,0.0001457371,0.00001328026,0.00007748442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004797772,0.00003925178,0.1924357,0.00001345045,0.00003005425,6.034349e-7,0.004497644,2.915764e-7,1.137864e-7,0.7977135,0.003393996,0.001870584],"study_design_scores_gemma":[0.0003638855,0.00003126705,0.3937717,0.000007758775,0.000001935619,6.616746e-7,0.0006245964,0.00002350795,0.00007235712,0.05996657,0.5447977,0.0003380814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1210976,0.001506795,0.0008238201,0.0002422103,0.0004867915,0.0001201313,0.000005137166,0.0000656792,0.8756519],"genre_scores_gemma":[0.9652082,0.0004791414,0.0111614,0.001480278,0.000166304,0.00004807904,0.000003236962,0.00002051731,0.02143284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.854219,"threshold_uncertainty_score":0.9990416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177554043537668,"score_gpt":0.2533969301571686,"score_spread":0.03564152580340177,"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."}}