{"id":"W4313329550","doi":"10.24833/2687-0126-2022-4-4-42-52","title":"Professional Competencies of Teachers of Foreign Languages","year":2022,"lang":"en","type":"article","venue":"Professional Discourse & Communication","topic":"Digital literacy in education","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Foreign language; Pedagogy; English language; English as a foreign language; Professional development; Order (exchange); Psychology; Mathematics education; Political science; Business; Geography","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":[0.00150137,0.0001264143,0.0001769917,0.0007790913,0.001227535,0.002765645,0.0002385051,0.0005626158,0.002848866],"category_scores_gemma":[0.007114897,0.0001107121,0.0001281277,0.0003627902,0.001120268,0.0011606,0.001642735,0.0006444959,0.0007688884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435806,"about_ca_system_score_gemma":0.004414514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006310461,"about_ca_topic_score_gemma":0.01057477,"domain_scores_codex":[0.9986355,0.0004808802,0.00007209203,0.0000909802,0.0003511534,0.0003693515],"domain_scores_gemma":[0.9960178,0.001201961,0.0005560975,0.0001634953,0.0009715434,0.001089133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001624605,0.0005144607,0.3996598,0.0006638928,0.00002393255,0.001988558,0.320327,0.0009282406,0.006744229,0.03515147,0.01875052,0.2150856],"study_design_scores_gemma":[0.0000345316,0.0005193038,0.3753489,0.0009420105,0.00001858503,0.004135682,0.4269069,0.001163307,0.003113389,0.012939,0.1747993,0.00007900896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109676,0.001107149,0.0008654995,0.00309492,0.00008744729,0.00003115464,0.00006779723,0.00003000925,0.08374841],"genre_scores_gemma":[0.989754,0.0004430272,0.0005641493,0.0003909204,0.000007768974,0.00001811008,0.00004924643,0.000004909559,0.008767888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006310461,"threshold_uncertainty_score":0.01254749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852773999048553,"score_gpt":0.3421008216025879,"score_spread":0.3235730816121024,"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."}}