{"id":"W4296836535","doi":"10.1163/25902539-04010000","title":"Front matter","year":2022,"lang":"en","type":"paratext","venue":"Beijing international review of education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Chinese University of Hong Kong; University of Hong Kong; University of Toronto; University of Glasgow; Beijing Normal University; University College London","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003853528,0.001387505,0.0007358596,0.001790285,0.001250586,0.003796261,0.0006474887,0.002779496,0.7581069],"category_scores_gemma":[0.001123331,0.0002790209,0.000370786,0.001664088,0.0009280571,0.001883972,0.001798958,0.001553521,0.6946093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039825,"about_ca_system_score_gemma":0.002447521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003127987,"about_ca_topic_score_gemma":0.003868257,"domain_scores_codex":[0.9996812,0.00002740639,0.00001731959,0.00008148514,0.000127683,0.0000649565],"domain_scores_gemma":[0.9995009,0.00006536084,0.00003900105,0.00003665788,0.000167151,0.0001909717],"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":[0.00002938339,0.00002341496,0.0001655791,0.0002873879,0.000002786854,0.00006529313,0.00003287584,0.000071229,0.0002673472,0.006934749,0.7780337,0.2140863],"study_design_scores_gemma":[0.000004605292,0.000007992398,0.0003040584,0.0000867098,0.000001352011,0.00003874675,0.00003093931,0.00002966207,0.00005354425,0.0006380402,0.9988018,0.00000241608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005769799,0.006453638,0.0003692879,0.0051429,0.007506819,0.00005863333,0.00130773,0.0005388653,0.9780451],"genre_scores_gemma":[0.001433395,0.001934543,0.0001416049,0.0009659038,0.0005040383,0.00001868514,0.0003265869,0.00005182921,0.9946234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2418931,"threshold_uncertainty_score":0.3450311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414743953162914,"score_gpt":0.3802948194522384,"score_spread":0.3561473799206092,"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."}}