{"id":"W2898044683","doi":"10.20360/langandlit29443","title":"Modeling the Relationships between Language Skills and Sentence Comprehension among Chinese Junior Elementary Graders","year":2020,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Reading and Literacy Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Sentence; Reading comprehension; Comprehension; Linguistics; Reading (process); Psychology; Computer science; Literacy; Narrative; Natural language processing; Pedagogy","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":[0.0006342702,0.0007293932,0.0003497132,0.0007016109,0.0003401398,0.0008037822,0.0004865772,0.0003952246,0.001438665],"category_scores_gemma":[0.002834111,0.000338937,0.0006090658,0.0003580961,0.0002973276,0.0004359802,0.0004779208,0.0004074834,0.0002071854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008383944,"about_ca_system_score_gemma":0.001381009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1373961,"about_ca_topic_score_gemma":0.09958965,"domain_scores_codex":[0.999801,0.00006662307,0.00000939126,0.00005722754,0.00001583841,0.00004987244],"domain_scores_gemma":[0.9991265,0.0006018729,0.00008871323,0.00003432414,0.00007267211,0.00007596677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009503013,0.0001436294,0.9719062,0.00002977107,0.000156654,0.0003410678,0.001306965,0.01502213,0.0009909981,0.0003922792,0.0001423264,0.009472851],"study_design_scores_gemma":[0.00002790787,0.0003234539,0.7964026,0.00002080657,0.0002739006,0.00008633859,0.001314187,0.1998967,0.0006802815,0.0006674752,0.0002872232,0.00001918876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992917,0.0000253336,0.0004003991,0.00001255568,6.67209e-7,0.000006346079,0.00004737853,0.000005624256,0.0002098815],"genre_scores_gemma":[0.9993591,0.0000283213,0.0002900463,0.000003138916,6.962877e-7,0.00001024696,0.0001089317,0.000002013037,0.0001975657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373961,"threshold_uncertainty_score":0.2731927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028502102930816,"score_gpt":0.3031166925329667,"score_spread":0.2828316715036585,"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."}}