{"id":"W2118188388","doi":"","title":"UPSKILL: A Credible Test of Workplace Literacy and Essential Skills Training","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Literacy; Productivity; General partnership; Business; Investment (military); Public relations; Demographic economics; Economic growth; Economics; Political science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0159912,0.0005438811,0.0008787689,0.001910969,0.001855997,0.001835529,0.001755119,0.001556722,0.01302358],"category_scores_gemma":[0.102882,0.000301093,0.001534621,0.001594057,0.003205489,0.003458431,0.002882399,0.001667156,0.001370332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130381,"about_ca_system_score_gemma":0.007482701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06339017,"about_ca_topic_score_gemma":0.0793408,"domain_scores_codex":[0.976809,0.005766993,0.0008744629,0.001788421,0.01327602,0.001485134],"domain_scores_gemma":[0.8672135,0.08145729,0.02243744,0.009574716,0.01393596,0.005381005],"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":[0.03066884,0.01130705,0.6012481,0.002642375,0.00209843,0.0009363343,0.008448611,0.007404073,0.004629605,0.04722622,0.02899728,0.254393],"study_design_scores_gemma":[0.001776535,0.01870964,0.9246289,0.0006802467,0.000751223,0.0001994176,0.006199544,0.00980842,0.002896942,0.007254103,0.02693298,0.000161995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8589704,0.000687502,0.003878615,0.003049,0.000176294,0.001711666,0.005188731,0.0001668007,0.1261709],"genre_scores_gemma":[0.9898047,0.0001442992,0.003694822,0.0005444668,0.00005658765,0.0008657081,0.001226882,0.00003316088,0.003629202],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06339017,"threshold_uncertainty_score":0.1260424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035688468798073,"score_gpt":0.3972232014457038,"score_spread":0.3615347326476308,"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."}}