{"id":"W7118893862","doi":"10.65264/gbpt4982","title":"Article 5: The Value of student volunteers with the Correctional Service of Canada (CSC)","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Service (business); Value (mathematics); Club; Work (physics); Community service","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002312698,0.0002074772,0.0003005962,0.0001048197,0.006756063,0.00007680757,0.0008130303,0.00003333257,0.001246721],"category_scores_gemma":[0.0001577158,0.0001384256,0.0001560283,0.002102026,0.0003146938,0.0002575867,0.0002098172,0.001327012,0.000001161949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546975,"about_ca_system_score_gemma":0.004384872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5857601,"about_ca_topic_score_gemma":0.8889297,"domain_scores_codex":[0.9958813,0.0008246466,0.0006386611,0.0002304043,0.001833766,0.0005912473],"domain_scores_gemma":[0.997148,0.0008869244,0.0007256915,0.0003047119,0.000762578,0.0001720808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003105453,0.0003228023,0.1451953,0.0000286499,0.0004852352,0.00001413641,0.07237846,0.7676228,0.001397203,0.0009394136,0.009778587,0.001526833],"study_design_scores_gemma":[0.001066611,0.0008106412,0.1316175,0.0001533353,0.0004436228,0.0007738205,0.8044088,0.01568801,0.0009790458,0.0001156161,0.043524,0.0004189945],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783229,0.0005814417,0.002545867,0.004008421,0.01227508,0.0003521779,0.000030648,0.00001337226,0.001870119],"genre_scores_gemma":[0.9977493,0.00005361054,0.00007320645,0.0004674076,0.0005408501,0.0000423874,6.181232e-7,0.00002555153,0.001047122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7519348,"threshold_uncertainty_score":0.9996663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00859478402481888,"score_gpt":0.2590572501175072,"score_spread":0.2504624660926883,"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."}}