{"id":"W2951400146","doi":"10.2139/ssrn.2851951","title":"Criminal Background and Job Performance","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Criminal justice; Psychology; Criminology","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":[],"consensus_categories":[],"category_scores_codex":[0.001239955,0.00005961354,0.00006732056,0.00004992804,0.0005441288,0.00007498734,0.0001422615,0.00003496415,0.0007154524],"category_scores_gemma":[0.00002684122,0.00004016274,0.00005892931,0.00005269635,0.0001350708,0.0003486968,0.00002057644,0.0003289029,0.00007031244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932184,"about_ca_system_score_gemma":0.0005289683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280567,"about_ca_topic_score_gemma":0.004942158,"domain_scores_codex":[0.9984246,0.00006846148,0.0001283452,0.00009625372,0.0001698116,0.001112473],"domain_scores_gemma":[0.9997243,0.00002942616,0.00005437933,0.00005790883,0.00005385849,0.00008007045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003132427,0.00004978944,0.06820009,0.000007655917,0.00006944263,0.000001957702,0.001752498,1.163209e-7,0.0007054516,0.5325192,0.0009921691,0.3956703],"study_design_scores_gemma":[0.003541359,0.002533566,0.2581666,0.0005238836,0.0002528637,0.001094222,0.08487949,0.00002499432,0.0004542484,0.3424646,0.304966,0.00109816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843171,0.0008557406,0.002703095,0.00230175,0.0001737636,0.00003535687,8.562212e-7,0.0000143115,0.009598029],"genre_scores_gemma":[0.9758971,0.008014023,0.00001866677,0.00004352407,0.0003714734,0.000001619343,1.101722e-7,0.000005966264,0.01564752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3945721,"threshold_uncertainty_score":0.7833701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377088962224687,"score_gpt":0.3400228422651423,"score_spread":0.2962519526428955,"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."}}