{"id":"W4232233044","doi":"10.1163/25902539-00104017","title":"Editorial","year":2019,"lang":"en","type":"editorial","venue":"Beijing international review of education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"China; Beijing; Vocational education; Pedagogy; Political science; Internationalization; Education policy; Comparative education; Sociology; Corporate governance; Public relations; Higher education; Management; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001000521,0.0001680457,0.0003316074,0.0001124567,0.0000950886,0.00007313928,0.0007362088,0.0004124701,0.001020208],"category_scores_gemma":[0.02136913,0.0001618035,0.0002060406,0.0001894317,0.00008542938,0.0002342946,0.00004637976,0.0003419544,0.000338029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006778392,"about_ca_system_score_gemma":0.005461264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902304,"about_ca_topic_score_gemma":0.00008652886,"domain_scores_codex":[0.9970039,0.0001694036,0.0005357524,0.0002853455,0.001838453,0.0001671387],"domain_scores_gemma":[0.9937646,0.0004985405,0.0007453168,0.0002501586,0.004645593,0.0000957587],"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":[0.000003059379,0.00009495541,0.000005725843,0.00120014,0.00002885521,1.964622e-8,0.0009033898,1.551713e-7,0.000002728277,0.002851559,0.9913459,0.003563514],"study_design_scores_gemma":[0.00007797359,0.000008129854,0.000009000726,0.009981619,0.00005926722,9.610456e-8,0.0005972647,2.786934e-7,0.000001124634,0.00005727844,0.9890546,0.0001533659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000009352963,0.009880773,0.000001366069,0.002999321,0.8849902,0.000455151,0.00006515522,0.00002536063,0.1015734],"genre_scores_gemma":[0.00005540383,0.08263563,0.0001824774,0.000387578,0.8900251,0.00005862305,0.001457165,0.00001454608,0.02518345],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07638991,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581120968794021,"score_gpt":0.417325087488299,"score_spread":0.4015138778003588,"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."}}