{"id":"W2097625210","doi":"10.1177/0265532211404195","title":"Test review: ACCESS for ELLs <sup>®</sup>","year":2011,"lang":"en","type":"article","venue":"Language Testing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ell; Psychology; Test (biology); Language proficiency; Mathematics education; Teaching method; Geology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001037435,0.00014157,0.0002274705,0.00003839436,0.0003029229,0.0002027643,0.0007528855,0.00005873586,0.00052089],"category_scores_gemma":[0.02243293,0.0001296657,0.0001051325,0.0004351246,0.0002944165,0.001050471,0.0001460225,0.0000910075,0.00007847642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007245631,"about_ca_system_score_gemma":0.0001149795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177557,"about_ca_topic_score_gemma":0.0005711977,"domain_scores_codex":[0.9985617,0.00005889945,0.0003228203,0.0003198603,0.0002648245,0.0004718684],"domain_scores_gemma":[0.997835,0.001400597,0.0001316215,0.0003184953,0.0001832787,0.0001309501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002309784,0.0008700556,0.4358202,0.004529818,0.00005005013,0.00003362805,0.1875175,0.000008624997,0.0001629313,0.01352007,0.01677255,0.3406915],"study_design_scores_gemma":[0.004293988,0.001884846,0.06081007,0.02067779,0.001044333,0.0000512759,0.4171112,0.003021856,0.006448138,0.2746371,0.2019059,0.008113514],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2912447,0.003688116,0.00007261761,0.0003570868,0.0001154107,0.001334959,0.00007815366,0.0006427832,0.7024662],"genre_scores_gemma":[0.9862995,0.00005961528,0.006145985,0.001249018,0.0004111899,0.0001500319,0.00001587488,0.00003567201,0.005633131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.696833,"threshold_uncertainty_score":0.9858015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337333077180752,"score_gpt":0.3811891609412508,"score_spread":0.2474558532231756,"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."}}