{"id":"W4230988581","doi":"10.1002/berj.3340","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"British Educational Research Journal","topic":"Inclusion and Disability in Education and Sport","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":[0.006558301,0.0001420955,0.0002264009,0.0005416173,0.005260338,0.002760961,0.0009555481,0.0004417933,0.5441115],"category_scores_gemma":[0.007074692,0.0001764958,0.0001648938,0.0007200841,0.001358827,0.001098866,0.0001252595,0.001538627,0.1198237],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310994,"about_ca_system_score_gemma":0.01784764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00610845,"about_ca_topic_score_gemma":0.001715281,"domain_scores_codex":[0.9944968,0.0008895673,0.0006445634,0.000228163,0.002944625,0.0007962505],"domain_scores_gemma":[0.9932916,0.0006433566,0.0002520475,0.0002271773,0.004801821,0.0007840305],"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":[0.000009767494,0.0002995068,0.00007646348,0.00002829405,0.00001449253,8.633227e-7,0.004792452,6.574487e-7,2.214721e-7,0.003109935,0.977644,0.01402336],"study_design_scores_gemma":[0.0001291578,0.00003122504,0.001097577,0.0001973215,0.000004159546,0.00008843761,0.01068295,9.257138e-7,8.401684e-7,0.00490528,0.9826737,0.0001884251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001070209,0.0007183375,0.00001606888,0.05788554,0.02095645,0.0003646343,0.00009385213,0.000009340735,0.9188856],"genre_scores_gemma":[0.003529552,0.008121494,0.00023717,0.001600541,0.03585527,0.00007038748,0.0006480635,0.00001789782,0.9499196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4242879,"threshold_uncertainty_score":0.9982743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08400978768914534,"score_gpt":0.4891987771624894,"score_spread":0.405188989473344,"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."}}