{"id":"W4253618338","doi":"10.1002/berj.3447","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"British Educational Research Journal","topic":"Education, Safety, and Science Studies","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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009108813,0.0001689108,0.0002570862,0.0007044053,0.007935692,0.003270348,0.001309279,0.0003055809,0.1378584],"category_scores_gemma":[0.01055963,0.0002029641,0.0001435223,0.001225548,0.002491444,0.002006328,0.0001358561,0.001420982,0.0440664],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188266,"about_ca_system_score_gemma":0.01743559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235226,"about_ca_topic_score_gemma":0.005000512,"domain_scores_codex":[0.9932688,0.001126867,0.0006434684,0.0002959016,0.00356736,0.001097545],"domain_scores_gemma":[0.9912546,0.001293741,0.000316641,0.0002148944,0.006277636,0.0006424356],"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":[0.000004362214,0.00008026386,0.0001763871,0.00002555273,0.00002655431,7.299508e-7,0.01059587,0.000001112311,4.057405e-7,0.001487585,0.971828,0.01577319],"study_design_scores_gemma":[0.00009978964,0.00004439947,0.004773635,0.0003068799,0.00000593603,0.00007627425,0.02057247,6.280873e-7,0.000001059305,0.008278881,0.9656283,0.0002117101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008002311,0.003902465,0.0000315905,0.06768614,0.02521315,0.0003981012,0.00009599465,0.00000925825,0.901863],"genre_scores_gemma":[0.003121512,0.05809598,0.0005168169,0.0005054504,0.04748369,0.0001105028,0.0002254802,0.00002047645,0.8899201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09379201,"threshold_uncertainty_score":0.998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228949904393052,"score_gpt":0.4998984804613023,"score_spread":0.3770034900219971,"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."}}