{"id":"W4385492566","doi":"10.18192/jpp.v32i2.6853","title":"The Second Coming (Out)","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037889,0.00006629009,0.0001122244,0.0001192589,0.0009825254,0.0001783631,0.000409728,0.00005157751,0.0002270381],"category_scores_gemma":[0.001487372,0.00004558639,0.0001062706,0.000329131,0.0001812714,0.0003063255,0.00001755098,0.0004223741,0.0002769409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781655,"about_ca_system_score_gemma":0.000492566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002827433,"about_ca_topic_score_gemma":0.0009091189,"domain_scores_codex":[0.9984264,0.0003911229,0.0002831464,0.00007571076,0.0005572904,0.0002663315],"domain_scores_gemma":[0.9960023,0.003149495,0.0004474557,0.0001129878,0.0001501936,0.0001375574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001481658,0.0001361831,0.009341694,0.00001240426,0.0001769231,0.00003153013,0.09743996,0.00005457506,0.0003864586,0.1091079,0.7593277,0.02383652],"study_design_scores_gemma":[0.0001739317,0.00005414319,0.002902561,0.00001772802,0.00001413114,0.000003109258,0.06556907,0.00000744257,0.00008390771,0.002823155,0.9282891,0.00006168631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5085089,0.0006687348,0.00009350072,0.3419826,0.004510412,0.0001884075,0.000004531927,0.00006240815,0.1439805],"genre_scores_gemma":[0.9653488,0.0003528899,0.0003484245,0.000843259,0.001103199,0.000003176521,4.390689e-7,0.00001113414,0.0319887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568399,"threshold_uncertainty_score":0.755689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657986422975312,"score_gpt":0.405954493437687,"score_spread":0.3093746292079338,"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."}}