{"id":"W4214683767","doi":"10.1002/berj.3541","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"British Educational Research Journal","topic":"Legal case studies and regulations","field":"Social Sciences","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001775531,0.0001168898,0.0002086777,0.0002972968,0.004927814,0.00243225,0.0005493133,0.0002499445,0.08924191],"category_scores_gemma":[0.00398527,0.0001391319,0.0001527724,0.0007899876,0.0006595132,0.001006771,0.0001266932,0.001779089,0.03378273],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736551,"about_ca_system_score_gemma":0.00852504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00597591,"about_ca_topic_score_gemma":0.00145534,"domain_scores_codex":[0.9957127,0.000636409,0.0004344974,0.0001777462,0.002395415,0.0006432114],"domain_scores_gemma":[0.9960862,0.0006283936,0.00018936,0.0001032189,0.002390116,0.0006026647],"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":[0.000005401261,0.00003569286,0.00001223591,0.00003052176,0.00004136704,0.000005280074,0.003195649,0.000008158553,2.9452e-7,0.004442597,0.9776527,0.01457009],"study_design_scores_gemma":[0.0001206822,0.00002907926,0.0007119427,0.0001871876,0.000007119256,0.00009563575,0.004173845,0.000002335742,3.244081e-7,0.001983568,0.9925383,0.0001500372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005676436,0.004413043,0.00003041275,0.1374336,0.007449575,0.00032918,0.0001834753,0.000007129446,0.8500968],"genre_scores_gemma":[0.0042703,0.02857207,0.0003372109,0.0008822352,0.03676014,0.00008263201,0.000548027,0.00002498576,0.9285224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1365514,"threshold_uncertainty_score":0.9986033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.088888311548805,"score_gpt":0.4528363681033145,"score_spread":0.3639480565545095,"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."}}