{"id":"W2127986424","doi":"10.5539/elt.v2n2p167","title":"Investigate and Evaluate Online Resources of Reading Comprehension Test","year":2009,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading comprehension; Competence (human resources); Psychology; Comprehension; Mathematics education; Reciprocal teaching; Test (biology); Computer science; Reading (process); Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004858962,0.0000840194,0.0001189417,0.0001047303,0.0001074994,0.00003603451,0.0003059361,0.00004680382,0.000002587428],"category_scores_gemma":[0.0006568402,0.00007494949,0.00001869699,0.0001119382,0.00004425744,0.0002226648,0.000103765,0.0002886557,7.97677e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001553651,"about_ca_system_score_gemma":0.00001978835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002017648,"about_ca_topic_score_gemma":0.000002531369,"domain_scores_codex":[0.9992809,0.00008386911,0.0001585622,0.0002047822,0.0001456091,0.0001262799],"domain_scores_gemma":[0.9993269,0.0002376391,0.00008801845,0.0002715438,0.0000297697,0.00004609099],"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":[0.000006830253,0.0007652338,0.02287051,0.000063396,0.00003633552,0.00004969824,0.2946466,0.0001793376,0.1788056,0.1481368,0.0008411065,0.3535986],"study_design_scores_gemma":[0.005180397,0.002888568,0.47257,0.00308623,0.0001870157,0.0002529074,0.131778,0.1381063,0.1320978,0.09648073,0.01437138,0.003000715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945526,0.0004103648,0.001923096,0.001243852,0.00009042636,0.00005720807,0.000002063206,0.0002077019,0.001512736],"genre_scores_gemma":[0.934788,0.00000654431,0.06475115,0.0002720085,0.00008276765,0.000001043858,0.000005312781,0.000003313242,0.00008988265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4496995,"threshold_uncertainty_score":0.3056351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231730818390373,"score_gpt":0.2959650804776632,"score_spread":0.2836477722937594,"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."}}