{"id":"W2013052893","doi":"10.1017/s0261444814000184","title":"Research in foreign language education in Hungary (2006–2012)","year":2014,"lang":"en","type":"article","venue":"Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Publication; Quarter (Canadian coin); Political science; Academic community; Language education; Sociology; German; Library science; Pedagogy; Media studies; Social science; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004239543,0.0001367225,0.0001901389,0.0005904888,0.0003446945,0.0001875041,0.0002480866,0.00006601393,0.000586178],"category_scores_gemma":[0.0003522595,0.0001276503,0.00004311056,0.0000732816,0.00007062715,0.0003297561,0.00006878596,0.001690964,0.0001492241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156814,"about_ca_system_score_gemma":0.00006940143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192427,"about_ca_topic_score_gemma":0.01300055,"domain_scores_codex":[0.9975603,0.001152866,0.0002542247,0.0002848266,0.0002721196,0.0004757014],"domain_scores_gemma":[0.9991752,0.0003699988,0.0000560259,0.0003188604,0.00002007691,0.00005984582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001490595,0.0002070212,0.007005973,0.00007324025,0.000005455077,0.00002636724,0.4551303,0.00004546958,0.0005205026,0.2256258,0.002462618,0.3088823],"study_design_scores_gemma":[0.001111727,0.0001766017,0.006919361,0.0009593228,0.00001108911,0.00001424642,0.82577,0.002382508,0.00009475675,0.004660559,0.1572348,0.0006650949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6302401,0.0006800118,0.00005526432,0.0001741621,0.0001447649,0.0001065276,0.000001538011,0.00008231987,0.3685153],"genre_scores_gemma":[0.9759279,0.00000238949,0.0004151191,0.0003405849,0.001462018,0.00002449095,0.0000410584,0.00003650676,0.02174986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706396,"threshold_uncertainty_score":0.9872882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303580012257046,"score_gpt":0.3461058862756258,"score_spread":0.3130700861530554,"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."}}