{"id":"W4200009344","doi":"10.1177/20662203211056487","title":"“It’s Pure Chaos Every Day”: COVID-19 and the work of Canadian federal institutional parole officers","year":2021,"lang":"en","type":"article","venue":"European Journal of Probation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Work (physics); CHAOS (operating system); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Virology; Law; Physics; Biology; Medicine; Computer science; Outbreak; Computer security; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002733013,0.0004985837,0.0003501147,0.001211902,0.03519384,0.005368971,0.002243161,0.001399764,0.002722619],"category_scores_gemma":[0.007295836,0.0005061904,0.0002934741,0.00167104,0.01359582,0.001798,0.00623821,0.003016582,0.0002562799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06120983,"about_ca_system_score_gemma":0.1035486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665356,"about_ca_topic_score_gemma":0.9857104,"domain_scores_codex":[0.9953647,0.001230092,0.00008922577,0.0002650238,0.0008125787,0.002238377],"domain_scores_gemma":[0.9942766,0.0007009896,0.0008246045,0.0001635283,0.001336538,0.002697768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008512303,0.00006894045,0.06517961,0.00008407357,0.00001413151,0.0007502097,0.908767,0.0001083224,0.0004302553,0.001969905,0.008170685,0.01437167],"study_design_scores_gemma":[0.000002283187,0.00002937294,0.04429102,0.00009768995,0.000004999753,0.00007980206,0.9438848,0.00005054448,0.00005958441,0.0001625573,0.0113064,0.00003103395],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806294,0.0008217433,0.0001686831,0.009003468,0.0001266759,0.00004399443,0.0001060825,0.00001192391,0.009087992],"genre_scores_gemma":[0.9965464,0.0005439399,0.0001405109,0.0007758035,0.00001699662,0.00001206393,0.00004757928,0.0000068779,0.001909756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06120983,"threshold_uncertainty_score":0.4441105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06880119267425513,"score_gpt":0.3384981739037898,"score_spread":0.2696969812295347,"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."}}