{"id":"W2942513955","doi":"10.12957/pr.2019.41188","title":"THE WALKYRIA EFFECT: INSPIRING TRANSNATIONAL LANGUAGE TEACHER EDUCATION / O efeito Walkyria: inspirando a educação transnacional de professores de idiomas","year":2019,"lang":"en","type":"article","venue":"Pensares em Revista","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; General partnership; Interpersonal communication; Pedagogy; Sociology; Humanities; Political science; Social science; Art; Linguistics; Philosophy","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":[0.0070704,0.000255872,0.0003296162,0.0006194492,0.008633642,0.004721951,0.001091127,0.001897502,0.01140482],"category_scores_gemma":[0.01971192,0.0003794636,0.0003383378,0.0004568362,0.008806542,0.006506104,0.0147464,0.003430536,0.0008825887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529135,"about_ca_system_score_gemma":0.007697045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783003,"about_ca_topic_score_gemma":0.03494508,"domain_scores_codex":[0.9943064,0.004151234,0.00005894947,0.0003455147,0.00051137,0.0006266225],"domain_scores_gemma":[0.9861537,0.007930337,0.0009929421,0.001179867,0.0005841505,0.003159005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002790395,0.0009391488,0.01767029,0.0006592461,0.00003109717,0.001161851,0.6152617,0.0001332972,0.002469551,0.1134897,0.08995845,0.1579466],"study_design_scores_gemma":[0.0001897939,0.0004222698,0.02395448,0.0007985489,0.00006395523,0.0006114398,0.4066987,0.0002611637,0.001460473,0.01936408,0.5461125,0.00006260606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258247,0.002521296,0.007343753,0.1568162,0.002198001,0.0003733118,0.0001253019,0.0004201058,0.3043773],"genre_scores_gemma":[0.9597077,0.0006751069,0.003515404,0.01157675,0.0001669823,0.0002666391,0.00002753906,0.000114749,0.0239491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140482,"threshold_uncertainty_score":0.03815287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406123665720945,"score_gpt":0.2982484883072867,"score_spread":0.2841872516500773,"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."}}