{"id":"W7024575020","doi":"","title":"Somebody's watching me: examining the impact of probation officer caseloads on revocation rates","year":2020,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Revocation; Quarter (Canadian coin); Law enforcement; Revolving door; Criminal justice; State (computer science); State police","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":[0.005704879,0.00032805,0.000438983,0.002071085,0.001477435,0.002072284,0.002407616,0.0008825845,0.006848615],"category_scores_gemma":[0.06134814,0.0004632876,0.001143352,0.001777532,0.0009057585,0.001950701,0.002082982,0.003002268,0.001280871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460294,"about_ca_system_score_gemma":0.003808358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2322543,"about_ca_topic_score_gemma":0.1907184,"domain_scores_codex":[0.9945075,0.002393831,0.000283743,0.0007595255,0.0008951761,0.001160214],"domain_scores_gemma":[0.9543911,0.01827874,0.01635314,0.001834325,0.003182227,0.005960483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187177,0.0002619046,0.9860551,0.00002502852,0.0001162495,0.00004476678,0.001223728,0.0001615628,0.00001573041,0.0001643469,0.004354803,0.007458019],"study_design_scores_gemma":[0.00001012164,0.0001357537,0.9947656,0.00006962287,0.00007068003,0.00002875281,0.003522509,0.0003955461,0.00003401624,0.0000544219,0.0009022604,0.00001068706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992847,0.0004854103,0.0001142217,0.002061384,0.00005428007,0.00003370126,0.001411532,0.00002873398,0.002963808],"genre_scores_gemma":[0.9967243,0.0002855089,0.0001108673,0.0002023776,0.00005306344,0.00005912631,0.00132275,0.00002038341,0.001221628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322543,"threshold_uncertainty_score":0.4618048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594231635656857,"score_gpt":0.3099679873734241,"score_spread":0.2840256710168556,"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."}}