{"id":"W4318832356","doi":"10.1002/berj.3809","title":"Issue Information","year":2023,"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":[0.003131446,0.0002389216,0.0003088865,0.00166015,0.00107489,0.001130827,0.0009683185,0.0006439434,0.362266],"category_scores_gemma":[0.001333633,0.0003108908,0.0001513851,0.001063633,0.0003104147,0.0007125735,0.0001083993,0.003049796,0.6406885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914135,"about_ca_system_score_gemma":0.003371922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006007103,"about_ca_topic_score_gemma":0.00005098068,"domain_scores_codex":[0.9955546,0.000622006,0.0008392133,0.0003972789,0.00146567,0.001121261],"domain_scores_gemma":[0.9962847,0.000993026,0.0003559947,0.0003488356,0.00154141,0.0004760547],"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":[0.00003011692,0.0001970024,0.0001511373,0.00003842694,0.0001669626,0.00001166214,0.001480593,0.000001162869,0.000001128585,0.0003702378,0.9462451,0.0513065],"study_design_scores_gemma":[0.0003717138,0.00005968071,0.06891076,0.0003322876,0.000008775499,0.00154902,0.001573255,3.449802e-7,8.209411e-7,0.002999055,0.9239199,0.0002744334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002861727,0.003145574,0.00002671376,0.02635553,0.09022196,0.0004340418,0.000150479,0.00002537983,0.8767786],"genre_scores_gemma":[0.0009636309,0.003623596,0.0002301827,0.0006255545,0.01460558,0.0003934877,0.002735861,0.00006692281,0.9767552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2784224,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359049992881959,"score_gpt":0.490698836729388,"score_spread":0.3547938374411921,"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."}}