{"id":"W1509837526","doi":"10.30681/reps.v5i1.9495","title":"Continuing English language teacher education - a challenge?: uma entrevista com Vanderlei José Zacchi","year":2014,"lang":"en","type":"article","venue":"Eventos Pedagógicos","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Globalization; Sociology; Foreign language; Pedagogy; Hegemony; English language; Library science; Media studies; Political science; Psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01103561,0.0003491246,0.0006014125,0.0008208686,0.0131874,0.0145472,0.002080702,0.009611017,0.004587078],"category_scores_gemma":[0.02400699,0.0004372917,0.000316704,0.001529072,0.008496837,0.01050711,0.006263631,0.01846686,0.0006527419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007551746,"about_ca_system_score_gemma":0.01450329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835668,"about_ca_topic_score_gemma":0.02841515,"domain_scores_codex":[0.9934616,0.003556282,0.0001742173,0.0006959088,0.00108458,0.001027382],"domain_scores_gemma":[0.9775149,0.01265974,0.001208056,0.000378602,0.002315931,0.005922818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006970207,0.0003780018,0.003317985,0.0008258957,0.00002298627,0.004304674,0.3743882,0.00009008752,0.0005259156,0.0662772,0.4498202,0.09997915],"study_design_scores_gemma":[0.00001850984,0.0000615633,0.001683396,0.001083183,0.000008381399,0.001354513,0.1864572,0.00008345193,0.0001041233,0.003163079,0.8059504,0.00003227371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01068632,0.02445396,0.0001520135,0.9517007,0.005287318,0.0000106573,0.000009830476,0.00001397828,0.007685234],"genre_scores_gemma":[0.3877226,0.07510032,0.001164352,0.4829973,0.01624497,0.0001135187,0.0000392741,0.0001970643,0.03642043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01835668,"threshold_uncertainty_score":0.05836266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799396296473427,"score_gpt":0.3049140945202937,"score_spread":0.2769201315555594,"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."}}