{"id":"W4241682757","doi":"10.1111/ejed.12289","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"European Journal of Education","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Employability; Computer science; Library science; World Wide Web; Sociology; Pedagogy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001087036,0.0001353145,0.0003812686,0.000515118,0.00005462228,0.0001681,0.0003414016,0.00004117146,0.04038007],"category_scores_gemma":[0.0001010231,0.000145333,0.0001590092,0.0001057871,0.00003130269,0.0004916516,0.00005139053,0.0002187295,0.7059733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440247,"about_ca_system_score_gemma":0.0001437583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008801874,"about_ca_topic_score_gemma":8.056026e-8,"domain_scores_codex":[0.9986324,0.00003325586,0.001034472,0.0001308063,0.00003728444,0.0001317749],"domain_scores_gemma":[0.9972798,0.00001702428,0.002273207,0.0002171157,0.0001513925,0.0000614767],"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":[0.000005826758,0.00003043891,0.00003565695,0.00004475428,0.0000563767,2.21916e-7,0.001025684,0.000112396,2.93906e-7,0.0008975033,0.9931338,0.004657051],"study_design_scores_gemma":[0.0001938969,0.00005236746,0.0003742032,0.00008005702,0.000008330795,0.000006625047,0.0008065411,0.000008133706,0.000002177883,0.00007623506,0.9982454,0.0001459976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003739248,0.003573519,0.0004164761,0.0002788404,0.08727133,0.00008344542,0.0001663136,0.00000261668,0.9078335],"genre_scores_gemma":[0.004824961,0.0008960444,0.0003774976,0.0005020325,0.001825701,7.615512e-7,0.00006876506,0.00001948715,0.9914848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6655932,"threshold_uncertainty_score":0.9604971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940100876978068,"score_gpt":0.2241703600594714,"score_spread":0.1947693512896907,"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."}}