{"id":"W4376137332","doi":"10.1177/00328855231173143","title":"“Making a Difference”: Unpacking the Positives in Correctional Work and Prison Life From the Perspective of Correctional Workers","year":2023,"lang":"en","type":"article","venue":"The Prison Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Memorial University of Newfoundland","funders":"","keywords":"Prison; Transformative learning; Perspective (graphical); Criminology; Sociology; Work (physics); Criminal justice; Public relations; Psychology; Social psychology; Political science; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001624804,0.0001141911,0.0001736209,0.0001300405,0.002087269,0.0002421226,0.0003593208,0.00005832872,0.000138095],"category_scores_gemma":[0.0009941059,0.00005594056,0.0001384911,0.001438171,0.000496053,0.0001169266,0.00008719436,0.0007082772,0.000006007112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737884,"about_ca_system_score_gemma":0.0002716822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007361899,"about_ca_topic_score_gemma":0.01373265,"domain_scores_codex":[0.9979794,0.0007722899,0.0002792937,0.0001735512,0.0005256159,0.0002698368],"domain_scores_gemma":[0.9967893,0.002556244,0.000265858,0.0001302853,0.0001956658,0.00006266902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003068197,0.00007914014,0.4580949,0.000002521817,0.0002696502,0.000006631188,0.4681692,0.001782733,0.00003833173,0.002363464,0.001699666,0.06718693],"study_design_scores_gemma":[0.0001004516,0.00001934429,0.2863327,0.0001010333,0.0001293425,0.000007371541,0.7105538,0.0006530586,0.000004565886,0.001749309,0.0002834338,0.00006560342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843515,0.0007306711,0.001639756,0.01097701,0.001484541,0.0001416318,0.000004684173,0.00002407651,0.000646104],"genre_scores_gemma":[0.9982735,0.0005026388,0.0000275807,0.0001666427,0.0007634836,0.00001142186,8.884202e-7,0.000008248483,0.0002455967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2423846,"threshold_uncertainty_score":0.9992481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504317006297482,"score_gpt":0.3463947198748928,"score_spread":0.291351549811918,"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."}}