{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119296,0.00006921875,0.0001521317,0.0002135615,0.0001549216,0.00006884073,0.0003317385,0.00008528232,0.0005539602],"category_scores_gemma":[0.001055818,0.00006117337,0.00007694386,0.0002709946,0.0001408816,0.0005571633,0.000009166595,0.0009163471,0.00007580517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006194602,"about_ca_system_score_gemma":0.0005640706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190295,"about_ca_topic_score_gemma":0.00234159,"domain_scores_codex":[0.9986978,0.0002350369,0.0003048564,0.00008372265,0.0004688776,0.0002097437],"domain_scores_gemma":[0.9984338,0.0007862282,0.0003872732,0.0001012129,0.0001280928,0.000163338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002430357,0.001761421,0.1249653,0.00001379191,0.0000830975,0.00007383462,0.07887399,0.00006995133,0.004353232,0.6964281,0.08160886,0.01152537],"study_design_scores_gemma":[0.0006478869,0.0001199175,0.02670971,0.00002911541,0.00001984503,0.00001711751,0.02324965,0.000006763476,0.0003108916,0.005366608,0.9433829,0.0001396105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7461425,0.0001028258,0.00004277477,0.1347441,0.002493376,0.00009104008,0.000001174026,0.000009242042,0.116373],"genre_scores_gemma":[0.9938352,0.00004781454,0.002872439,0.0009284092,0.0008381859,0.000001408871,2.1626e-7,0.000006586297,0.001469816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861774,"threshold_uncertainty_score":0.6065475,"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."}}