{"id":"W2028824355","doi":"10.1080/15434300801934751","title":"Comments on “Evaluation of the Usefulness of the<i>Versant for English</i>Test: A Response”: The Author Responds","year":2008,"lang":"en","type":"article","venue":"Language Assessment Quarterly","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Test (biology); Psychology; English language; Language assessment; Mathematics education; Linguistics; Computer science; Cognitive psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007785209,0.0007931348,0.0007018366,0.0008130772,0.003767208,0.002068208,0.002001436,0.01730015,0.0220489],"category_scores_gemma":[0.06828541,0.000516494,0.001025759,0.0005715948,0.001803197,0.001776213,0.002229784,0.01137853,0.0104588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392913,"about_ca_system_score_gemma":0.004885445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421702,"about_ca_topic_score_gemma":0.0174463,"domain_scores_codex":[0.9934301,0.001787563,0.0008969206,0.0005631503,0.002703737,0.0006185037],"domain_scores_gemma":[0.9502862,0.02403782,0.001985782,0.0006646313,0.02074259,0.002283022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006607659,0.00002201164,0.0007469557,0.0000810778,0.000007650087,0.0002840449,0.0008409622,0.00007568295,0.0005888028,0.0004435115,0.9921175,0.004725642],"study_design_scores_gemma":[0.0000497866,0.0002185223,0.005076589,0.000373127,0.00004827512,0.0005352452,0.006613724,0.0003863351,0.002398401,0.0008301411,0.983313,0.0001568986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005004733,0.0005747456,0.00133595,0.9361749,0.04337118,0.0002595985,0.0006235459,0.0006279194,0.01202753],"genre_scores_gemma":[0.01884953,0.0004992539,0.00133704,0.9294025,0.008572477,0.0003251793,0.0002694968,0.0002871124,0.04045741],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0220489,"threshold_uncertainty_score":0.07376087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786983967731293,"score_gpt":0.3273672114131697,"score_spread":0.2486688146400404,"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."}}