{"id":"W4379380163","doi":"10.1002/ltl.20716","title":"FROM PRISON TO PRODUCTIVITY: WHY YOU SHOULD HIRE FORMERLY INCARCERATED PEOPLE","year":2023,"lang":"en","type":"article","venue":"Leader to Leader","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Productivity; Unemployment; Unemployment rate; Public relations; Business; Simple (philosophy); Process (computing); Political science; Psychology; Sociology; Criminology; Economics; Economic growth; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005989898,0.0003743581,0.0007083408,0.00077614,0.0001673434,0.0001957446,0.0004951933,0.0002717139,0.0007269683],"category_scores_gemma":[0.001060715,0.0004381987,0.0001408606,0.002198368,0.00004339783,0.0005391231,0.0002061018,0.0004404589,0.01685001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742059,"about_ca_system_score_gemma":0.00008191734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849896,"about_ca_topic_score_gemma":0.0009783618,"domain_scores_codex":[0.9969171,0.00003348741,0.0006732946,0.001198568,0.0001546731,0.00102293],"domain_scores_gemma":[0.9982967,0.0001490556,0.0001746937,0.0009235883,0.00006704932,0.0003889474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002072698,0.0002621813,0.1968777,0.0002012405,0.0002910552,0.00003192752,0.1031895,0.003442329,0.003349688,0.001773981,0.6674529,0.0229202],"study_design_scores_gemma":[0.0009696358,0.0002478076,0.1869766,0.0000699057,0.00002249,0.000004143454,0.002976855,0.001818247,0.00162763,0.004510384,0.7996362,0.001140039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057029,0.0003289112,0.006335514,0.1811532,0.001237871,0.001204382,0.0003603903,0.0005961051,0.003080703],"genre_scores_gemma":[0.9632421,0.00001101553,0.0005385189,0.01780127,0.001027114,0.0001703524,0.0001202562,0.0001323714,0.01695707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163352,"threshold_uncertainty_score":0.999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259025505618913,"score_gpt":0.3014286431553153,"score_spread":0.175526092593424,"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."}}