{"id":"W4388895262","doi":"10.6033/tokkyou.22a023","title":"Is Writing Correct and Well-Organized Characters Necessary for Academic Achievement? A Comparison of the Relationship Between Kanji Writing Scores and Academic Achievement on Two Scoring Criteria","year":2023,"lang":"en","type":"article","venue":"The Japanese Journal of Special Education","topic":"Creative Drama in Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001588628,0.0001544989,0.0002716771,0.0002344363,0.000808437,0.0001258592,0.0002575205,0.00005362534,0.00005762199],"category_scores_gemma":[0.0006440064,0.0001073896,0.00007003367,0.000185815,0.0002236279,0.0004533282,0.00006484107,0.0005762927,0.000004612808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108894,"about_ca_system_score_gemma":0.0001102018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006317333,"about_ca_topic_score_gemma":0.0000178289,"domain_scores_codex":[0.9983377,0.0001831217,0.0008034937,0.0001567296,0.0003207803,0.0001982137],"domain_scores_gemma":[0.9969498,0.001692427,0.0009180285,0.0001335572,0.000242109,0.00006409939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862436,0.00008146856,0.735312,0.00009652749,0.00004913118,6.916058e-8,0.2416929,0.00001031652,0.006449378,0.008865681,0.001359019,0.005897184],"study_design_scores_gemma":[0.0005873737,0.0001291307,0.8464041,0.0006314517,0.0001275645,0.000006503527,0.1449637,0.00005340693,0.002671608,0.003746655,0.0005575417,0.0001209348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881361,0.0001094842,0.00000619876,0.009708157,0.001153333,0.0004808691,0.000009388071,0.00001340848,0.0003830638],"genre_scores_gemma":[0.9933137,0.00004417849,0.00004690298,0.0002497019,0.00608743,0.00002059976,0.00001508249,0.00002178061,0.0002006776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110921,"threshold_uncertainty_score":0.6217926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193634786304094,"score_gpt":0.3908892300843335,"score_spread":0.2715257514539241,"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."}}