{"id":"W4252266479","doi":"10.1002/berj.3640","title":"Issue Information","year":2021,"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":[0.002323233,0.0002388035,0.0003375978,0.001024662,0.0009986925,0.001441858,0.0008178775,0.0006524663,0.5877028],"category_scores_gemma":[0.001180656,0.000318468,0.0001686547,0.0007946278,0.0002877461,0.0007460862,0.0001074888,0.003210314,0.2131436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000619895,"about_ca_system_score_gemma":0.005476912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789572,"about_ca_topic_score_gemma":0.00003879515,"domain_scores_codex":[0.9955111,0.0008333438,0.0008290933,0.0004187273,0.001401525,0.00100627],"domain_scores_gemma":[0.9957309,0.0006906013,0.0003510174,0.000379453,0.002360113,0.0004878591],"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":[0.00002372907,0.0003432389,0.0002286307,0.00003923103,0.0001852661,0.00001879359,0.001402922,7.101099e-7,0.000002658062,0.0004043283,0.9403797,0.05697082],"study_design_scores_gemma":[0.0004066463,0.00004830577,0.04139619,0.0004073918,0.00001057479,0.004226272,0.002126859,1.863769e-7,0.000002831052,0.001249866,0.9498369,0.0002880593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003554462,0.01362869,0.00004673025,0.02343795,0.06712174,0.0003203293,0.0001016047,0.000008747669,0.8917797],"genre_scores_gemma":[0.001586364,0.00475062,0.0006233419,0.001108417,0.01465849,0.0002743894,0.003776439,0.0000451149,0.9731768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3745592,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050591955680762,"score_gpt":0.4756244486449051,"score_spread":0.3705652530768288,"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."}}