{"id":"W3094946421","doi":"10.1002/cl2.1126","title":"PROTOCOL: Adult skills development and training in high‐income countries: A Campbell evidence and gap map","year":2020,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Underemployment; Productivity; Earnings; Recession; Unemployment; Poverty; Human capital; Labour economics; Economic inequality; Economics; Business; Economic growth; Inequality; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00371846,0.0004207752,0.00201947,0.00009715168,0.0005232181,0.0000386323,0.0002224507,0.0001509798,0.00008966104],"category_scores_gemma":[0.003118904,0.000276901,0.00006483062,0.0003015235,0.00008624566,0.0002242432,0.0002514026,0.0003758057,0.0004336528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580554,"about_ca_system_score_gemma":0.0002309196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000633876,"about_ca_topic_score_gemma":0.0002559076,"domain_scores_codex":[0.9939899,0.001855263,0.002648155,0.0005620062,0.0003660613,0.0005785521],"domain_scores_gemma":[0.9965256,0.001609671,0.001090596,0.0003373665,0.0001693734,0.0002674342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003129231,0.00002262194,0.08984858,0.7829205,0.00006060528,0.00001992159,0.1217625,2.768592e-7,0.000009618539,0.00188175,0.002714495,0.0007277643],"study_design_scores_gemma":[0.00354824,0.0003157149,0.01241331,0.629283,0.0002074234,0.00001341104,0.01799485,0.00007930205,0.00001935952,0.0004764405,0.3344103,0.001238727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08592774,0.04106092,0.0005948531,0.01156671,0.0006527811,0.8578411,0.00001481353,0.0002734203,0.002067717],"genre_scores_gemma":[0.1315383,0.007271672,0.003618905,0.007794702,0.0005191751,0.846007,0.000008586429,0.0001264865,0.003115146],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3316958,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744350499768043,"score_gpt":0.4280988354300392,"score_spread":0.2536637854532349,"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."}}