{"id":"W2921474690","doi":"10.5539/elt.v12n4p57","title":"Challenges in English Teaching and Learning in Colombia","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Pedagogy; Transformative learning; Context (archaeology); Curriculum; Reading (process); Sociology; Emancipation; Reading comprehension; English as a foreign language; Mathematics education; Foreign language; Psychology; Politics; Linguistics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007618329,0.0001058517,0.0001678327,0.0001768415,0.0003462357,0.0001907777,0.0001771774,0.0001041584,0.0001085863],"category_scores_gemma":[0.01375336,0.000114102,0.00002385236,0.00009404934,0.00003824498,0.001426296,0.00006132398,0.001911398,0.0000128617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174817,"about_ca_system_score_gemma":0.00006896058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066259,"about_ca_topic_score_gemma":0.004836719,"domain_scores_codex":[0.9969136,0.002002819,0.0002051125,0.0003064397,0.0002364341,0.0003356659],"domain_scores_gemma":[0.9975975,0.002095712,0.00009106992,0.0001206816,0.00002367758,0.0000713507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007912526,0.00006098221,0.05738372,0.00002145275,0.000003695111,0.000008066551,0.8711586,0.00003095031,0.00003187081,0.009289459,0.00004447958,0.06195879],"study_design_scores_gemma":[0.0003338915,0.00002348935,0.02065531,0.0001246352,0.000003271539,6.335225e-7,0.8682916,0.00006480985,0.000003758247,0.000129625,0.1101953,0.0001736715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210413,0.001675039,5.0999e-7,0.0005229465,0.0004863742,0.0001296153,4.322573e-7,0.0001009597,0.2760428],"genre_scores_gemma":[0.996308,0.000133404,0.0005242449,0.0001235218,0.0007527167,0.00001124744,0.00000609879,0.00001370142,0.002127076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752667,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267966527176487,"score_gpt":0.3287759042870945,"score_spread":0.3060962390153296,"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."}}