{"id":"W2943854227","doi":"10.1108/edi-10-2018-0185","title":"Criminal history and employment: an interdisciplinary literature synthesis","year":2019,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Work (physics); Criminology; Criminal record; Criminal history; Criminal investigation; Sociology; Psychology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001172158,0.0001004942,0.0001386955,0.000242821,0.005550552,0.0001941069,0.0004545915,0.00009180715,0.001226243],"category_scores_gemma":[0.00007920526,0.00009719616,0.00007978927,0.00007335122,0.0001686881,0.00165669,0.006503331,0.0002686928,0.00000839158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405185,"about_ca_system_score_gemma":0.00006975124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003293037,"about_ca_topic_score_gemma":0.002733931,"domain_scores_codex":[0.9983627,0.0003756289,0.0001787013,0.0002358853,0.0006966484,0.0001504744],"domain_scores_gemma":[0.999099,0.00009049094,0.0001284633,0.0001042387,0.000315071,0.0002627818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003810222,0.0003719819,0.03266368,0.0000211434,0.0001107543,0.00007040352,0.8171462,0.000009207863,0.000182952,0.00927619,0.0003261993,0.1394402],"study_design_scores_gemma":[0.0008404009,0.0005194464,0.05633179,0.0003153053,0.0005058023,0.0002234434,0.8876726,0.001333426,0.00003084486,0.006214345,0.045408,0.0006046054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944503,0.000240594,0.0002400119,0.0009994953,0.001042869,0.00004633471,0.00001283216,0.00002348287,0.00294405],"genre_scores_gemma":[0.9971173,0.0009603775,0.0001417712,0.0006930707,0.0004219501,6.362928e-7,0.000009634202,0.00000410961,0.0006511767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388356,"threshold_uncertainty_score":0.9996868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511545622666362,"score_gpt":0.351926670902044,"score_spread":0.3068112146753804,"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."}}