{"id":"W4320925466","doi":"10.54055/ined7234","title":"EDUCATION SYSTEM: FOREIGN EXPERIENCE","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Commonwealth; Training system; Higher education; Professional development; Political science; Training (meteorology); Public relations; Pedagogy; Sociology; Geography; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008809159,0.0003214568,0.0002075001,0.001029311,0.002226672,0.005170338,0.0004897917,0.001040431,0.1343313],"category_scores_gemma":[0.001614899,0.00009609875,0.0001996901,0.001865738,0.001210249,0.003442441,0.0048306,0.001870275,0.03799361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029219,"about_ca_system_score_gemma":0.004266269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006602182,"about_ca_topic_score_gemma":0.006212486,"domain_scores_codex":[0.998938,0.0002716747,0.0000595345,0.0001364897,0.0001735692,0.0004206547],"domain_scores_gemma":[0.9992701,0.00006170607,0.00005809366,0.00006917992,0.0001823851,0.0003585215],"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":[0.0000828702,0.0002567262,0.008804438,0.0004577083,0.00001514414,0.001413381,0.01039441,0.0002989697,0.0005608447,0.2085933,0.5231217,0.2460006],"study_design_scores_gemma":[0.00000415569,0.00002132368,0.003144976,0.0001160601,0.000001313704,0.0002454683,0.00172781,0.00002535811,0.00004979692,0.001566533,0.9930918,0.000005391958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01950613,0.005255339,0.0006276044,0.01100282,0.001855901,0.00006374121,0.001199967,0.0001646378,0.9603238],"genre_scores_gemma":[0.2410035,0.006057822,0.001071664,0.008917798,0.001042641,0.0001353377,0.001547163,0.0001698009,0.7400544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1343313,"threshold_uncertainty_score":0.449383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184519397379196,"score_gpt":0.3743161954985537,"score_spread":0.3124710015247617,"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."}}