{"id":"W4384557876","doi":"10.1002/curj.167","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"The Curriculum Journal","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science","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":["insufficient_payload"],"category_scores_codex":[0.001750247,0.0001189471,0.0001365209,0.00009968987,0.001623758,0.0006128221,0.0006295811,0.0001827548,0.01438881],"category_scores_gemma":[0.000379276,0.00007593758,0.0001126107,0.0002656973,0.0001236741,0.0008255658,0.00004877891,0.0009729375,0.1178511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424141,"about_ca_system_score_gemma":0.0006953349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124951,"about_ca_topic_score_gemma":0.0002306473,"domain_scores_codex":[0.9983026,0.0003644967,0.0002846878,0.00006928934,0.0006929702,0.0002859027],"domain_scores_gemma":[0.9985718,0.0002664103,0.000561367,0.0001314514,0.0003462121,0.0001227374],"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":[0.000001191452,0.00001477434,0.00000269737,0.00001077226,0.00003102692,5.984953e-7,0.01231346,0.0000332468,7.308815e-8,0.002041839,0.980418,0.005132318],"study_design_scores_gemma":[0.00004422614,0.00001202999,0.00003313021,0.00006178472,0.00002792695,0.00001268818,0.06791124,0.00000551099,2.552565e-7,0.0009555607,0.9308329,0.0001027109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004660617,0.003527746,0.00002564632,0.0963316,0.03108596,0.0001683403,0.00001732994,0.00003019042,0.8683471],"genre_scores_gemma":[0.004793056,0.1006439,0.0000631327,0.001365963,0.03306135,0.00002897653,0.000089357,0.00003022552,0.859924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1034623,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984938478911316,"score_gpt":0.3879770145083085,"score_spread":0.3481276297191953,"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."}}