{"id":"W2563494058","doi":"10.5539/ies.v10n1p47","title":"Comparison of Oral Reading Errors between Contextual Sentences and Random Words among Schoolchildren","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Text Readability and Simplification","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Sentence; Set (abstract data type); Psychology; Mathematics; Linguistics; Computer science; Natural language processing","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":[0.0006465233,0.0005861522,0.0004405435,0.001240042,0.000213034,0.0005050044,0.0002907349,0.0004343551,0.001627165],"category_scores_gemma":[0.005390666,0.0003100708,0.000356297,0.0003618361,0.0006462726,0.0005563651,0.0005528345,0.0002764972,0.0004030867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581383,"about_ca_system_score_gemma":0.000138042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599753,"about_ca_topic_score_gemma":0.002241955,"domain_scores_codex":[0.9988404,0.000214249,0.0001702742,0.0002476346,0.0004082368,0.0001191676],"domain_scores_gemma":[0.9960795,0.001623394,0.001374366,0.0002388691,0.0004871967,0.0001967533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007582376,0.0002490153,0.9524242,0.0002219431,0.0001614155,0.001373943,0.006871282,0.0002040745,0.01291811,0.00005502217,0.0002659617,0.02449687],"study_design_scores_gemma":[0.000009976298,0.0007807088,0.9927428,0.00002128583,0.0000623853,0.001308898,0.002356733,0.0001144856,0.002232701,0.00002655659,0.0003315146,0.00001204091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997165,0.00005744107,0.00005782025,0.00000405518,0.000001467549,0.000002774239,0.00002892125,0.000005542875,0.0001254389],"genre_scores_gemma":[0.9992828,0.00008887066,0.0001592779,0.000009090092,0.000003301215,0.00001146972,0.0001511047,0.000007039644,0.0002869905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001627165,"threshold_uncertainty_score":0.005443454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08323997651935867,"score_gpt":0.4093566218493974,"score_spread":0.3261166453300387,"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."}}