{"id":"W3158401502","doi":"10.18192/jpp.v19i1.5189","title":"In Good Company","year":2010,"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":"Business; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008502582,0.0007535309,0.0005770238,0.001459968,0.004930131,0.009703192,0.0007146513,0.002925714,0.6379259],"category_scores_gemma":[0.004319548,0.0004962518,0.0003571894,0.00111013,0.001402293,0.003573586,0.003273872,0.003910252,0.4602562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347174,"about_ca_system_score_gemma":0.003088821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005053336,"about_ca_topic_score_gemma":0.02433408,"domain_scores_codex":[0.9989033,0.000151135,0.0000376841,0.0001505587,0.0005240011,0.0002334943],"domain_scores_gemma":[0.9968934,0.000324492,0.0001231188,0.0003365162,0.0009326508,0.001389806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001317775,0.00002647613,0.0002586135,0.0000267395,0.000002675615,0.00007160163,0.0001140936,0.00001855037,0.0001221373,0.004700788,0.9579851,0.03666],"study_design_scores_gemma":[0.000002918975,0.000006432801,0.0003196084,0.00002890095,0.000001241336,0.00003838423,0.0001835106,0.00001651383,0.00003759586,0.0006411928,0.9987203,0.000003405356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001141435,0.002920064,0.0004220424,0.02245776,0.01028706,0.00004692643,0.0003224922,0.0005216406,0.9618805],"genre_scores_gemma":[0.001395396,0.0002490018,0.00005683519,0.001804556,0.0003434056,0.00000717475,0.00005264071,0.00008512913,0.996006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6379259,"threshold_uncertainty_score":0.5164547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733159347099532,"score_gpt":0.3908777683590714,"score_spread":0.3435461748880761,"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."}}