{"id":"W4206134363","doi":"10.1002/berj.3543","title":"Issue Information","year":2020,"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":[0.001667739,0.0002461611,0.0003330757,0.0008644258,0.0008967954,0.001124659,0.0009945396,0.0005671672,0.4417553],"category_scores_gemma":[0.001173297,0.0003210199,0.0001522885,0.0007486853,0.0002959637,0.0007567574,0.0001027141,0.003463749,0.4034466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021547,"about_ca_system_score_gemma":0.003728128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000277918,"about_ca_topic_score_gemma":0.00001496977,"domain_scores_codex":[0.9958282,0.0006479687,0.000822478,0.0004106975,0.001362594,0.0009280751],"domain_scores_gemma":[0.9967489,0.0005882263,0.0003753815,0.0002797105,0.001347274,0.000660522],"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":[0.00004989418,0.0002100075,0.0001771893,0.00004144183,0.0001627835,0.00001122258,0.002068234,5.985111e-7,0.000002193439,0.0004352171,0.9446825,0.05215875],"study_design_scores_gemma":[0.0004370372,0.00009161155,0.02949669,0.0002313078,0.00001058949,0.00189748,0.001348063,4.468098e-7,0.000001621979,0.001801785,0.964393,0.0002903757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001243383,0.005280162,0.00006251764,0.06206827,0.04926507,0.00042932,0.0001287687,0.00001326838,0.8815092],"genre_scores_gemma":[0.003260139,0.003335777,0.0006712042,0.002644327,0.02155266,0.0003170414,0.002969418,0.00005990115,0.9651895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08368029,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175772602802,"score_gpt":0.4706138842186653,"score_spread":0.3530366239384653,"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."}}