{"id":"W4232962387","doi":"10.1002/berj.3458","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"British Educational Research Journal","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science; World Wide Web","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002527082,0.0002491502,0.0003406352,0.001277298,0.0007472645,0.001105385,0.001002696,0.0006835817,0.5024962],"category_scores_gemma":[0.0007439381,0.0003181924,0.0001559495,0.0006106541,0.0002600782,0.0008763989,0.0000948142,0.003193869,0.5783222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470087,"about_ca_system_score_gemma":0.004185615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003842799,"about_ca_topic_score_gemma":0.00001749233,"domain_scores_codex":[0.9956916,0.0006354135,0.0008107343,0.0004056017,0.001410977,0.00104569],"domain_scores_gemma":[0.9963722,0.000761357,0.0004093027,0.0004087196,0.00163775,0.0004106662],"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":[0.0000421771,0.0002659602,0.000441152,0.0000486907,0.0001587198,0.000004159281,0.001280426,0.000001807488,0.000001816515,0.000446398,0.9534521,0.04385658],"study_design_scores_gemma":[0.0004983017,0.00008220272,0.05290945,0.0003306746,0.000008107826,0.001946826,0.00117608,3.864672e-7,0.000001181802,0.001301367,0.941447,0.0002984481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003414883,0.005537651,0.00004562051,0.0169559,0.09224255,0.0005278957,0.0001102068,0.000008939482,0.8811563],"genre_scores_gemma":[0.003469043,0.002361513,0.0003144605,0.0009979752,0.01152534,0.0002216485,0.002270113,0.00004815498,0.9787918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0976354,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09649318200965752,"score_gpt":0.4701476546603577,"score_spread":0.3736544726507002,"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."}}