{"id":"W2111580734","doi":"10.5539/ells.v2n2p11","title":"The Sequence of Modules: A Facet in Language Proficiency Testing","year":2012,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Reading and Literacy Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test of English as a Foreign Language; Facet (psychology); Test (biology); Language assessment; Language proficiency; Computer science; Sequence (biology); English language; Mathematics education; Foreign language; Psychology; Function (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01632988,0.0002411052,0.0003636187,0.0009506067,0.0007229291,0.001416324,0.0007938354,0.0007828664,0.001188882],"category_scores_gemma":[0.04937612,0.0002160134,0.0002831986,0.001125931,0.002309776,0.001876434,0.001210422,0.0009577337,0.0002673301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006289434,"about_ca_system_score_gemma":0.001911055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485862,"about_ca_topic_score_gemma":0.003840767,"domain_scores_codex":[0.9837921,0.01141335,0.001090818,0.0006776301,0.00274589,0.0002802682],"domain_scores_gemma":[0.9499594,0.03428718,0.00547159,0.005857278,0.003352099,0.00107243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009528393,0.001110148,0.4199086,0.0004552672,0.00006065305,0.0003642669,0.01022518,0.001271878,0.01318738,0.008437909,0.001496062,0.5425298],"study_design_scores_gemma":[0.00006812954,0.004474615,0.9346032,0.0003974529,0.00005365919,0.00270388,0.004952608,0.005627378,0.009446518,0.02526261,0.01230417,0.0001058351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968475,0.001100222,0.08506709,0.002267923,0.0001556837,0.0008337772,0.0001831201,0.0002418555,0.01330272],"genre_scores_gemma":[0.9290656,0.0004078159,0.06770285,0.0006404496,0.00006394923,0.0005335645,0.0001312876,0.00003285344,0.00142168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632988,"threshold_uncertainty_score":0.08636171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874642855730615,"score_gpt":0.3406068137171522,"score_spread":0.311860385159846,"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."}}