{"id":"W3182795032","doi":"10.20420/elguiniguada.2021.414","title":"Implementation of the CEFR in the rubrics of two main English Certificates: Cambridge FCE and Trinity ISE-II.","year":2021,"lang":"en","type":"article","venue":"˜El œGuiniguada","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Rubric; Syllabus; Spanish language; Humanities; Curriculum; English language; Pedagogy; Library science; Political science; Sociology; Art; Linguistics; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005727712,0.0000895629,0.000149765,0.00003971905,0.0002261184,0.00006175599,0.0001651587,0.00002248515,0.0003745048],"category_scores_gemma":[0.000164719,0.00005792655,0.00006053215,0.00007958613,0.0001088917,0.00007970606,0.00006775582,0.000222187,9.872771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001696211,"about_ca_system_score_gemma":0.00005703093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008054819,"about_ca_topic_score_gemma":0.01499158,"domain_scores_codex":[0.9989585,0.0002941492,0.000288131,0.0001440853,0.0001711964,0.0001439079],"domain_scores_gemma":[0.9992335,0.0002529104,0.000147132,0.0002629919,0.00008636114,0.00001708116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002112417,0.0002133194,0.0434178,0.0001606001,0.00007213536,0.00002125494,0.7960277,0.00002789414,0.001237483,0.1344085,0.003915577,0.0204766],"study_design_scores_gemma":[0.002169531,0.0001499338,0.07036007,0.0001205958,0.0001108678,0.00001903058,0.8098156,0.0001507725,0.006182002,0.0007459039,0.1098519,0.0003237078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824913,0.0003930262,0.000003818552,0.0004025683,0.0002498872,0.000116152,0.00007723356,0.00001250931,0.01625352],"genre_scores_gemma":[0.9983917,0.00001139065,0.00001513709,0.0003412013,0.0001817652,0.000007643683,0.00002346191,0.000009347839,0.001018345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336626,"threshold_uncertainty_score":0.9985507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254491580589763,"score_gpt":0.2792132309497095,"score_spread":0.2466683151438118,"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."}}