{"id":"W4385065291","doi":"10.1007/s10763-023-10393-8","title":"Correction to: Foundations, Insights, and Future Considerations of Reading in Science and Mathematics Education","year":2023,"lang":"en","type":"article","venue":"International Journal of Science and Mathematics Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Reading (process); Science education; Mathematics education; Computer science; Mathematics; Philosophy; Linguistics","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":[0.003170837,0.0000685445,0.0001152115,0.001214768,0.0004581003,0.0003343901,0.0002129381,0.00003056539,0.00001607762],"category_scores_gemma":[0.005624629,0.00006372972,0.00001203248,0.001191426,0.0009855271,0.0009086917,0.00006019771,0.00009983539,0.000003132473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315124,"about_ca_system_score_gemma":0.005474492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007071634,"about_ca_topic_score_gemma":0.00007008402,"domain_scores_codex":[0.9982033,0.00002762445,0.0004374817,0.0001501746,0.001046891,0.0001345216],"domain_scores_gemma":[0.9962763,0.0003284906,0.0002484956,0.00007523408,0.002905012,0.0001664453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002214008,0.0003218202,0.001608436,0.00004339112,0.000007266006,4.737579e-7,0.1500508,0.000003337913,0.004373636,0.7943483,0.002917215,0.04632312],"study_design_scores_gemma":[0.0002937996,0.00007351735,0.06268665,0.001237072,0.00003387505,0.0001509589,0.4001843,0.001134707,0.002275939,0.51043,0.02120289,0.000296314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645546,0.0001210494,0.0003367661,0.02340386,0.005679369,0.0002656098,9.977756e-7,0.00001445225,0.005623309],"genre_scores_gemma":[0.9722118,0.0008191383,0.02585386,0.0005102174,0.0002931371,0.00001343462,0.000001252254,0.000004667498,0.0002924406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839184,"threshold_uncertainty_score":0.9711513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243501007530294,"score_gpt":0.3907974838015184,"score_spread":0.3583624737262154,"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."}}