{"id":"W4408744708","doi":"10.1007/s40299-025-00991-1","title":"Can Metacognitive Reading Strategies be Promoted by Motivational Factors Among High School Students in South Korea?","year":2025,"lang":"en","type":"article","venue":"The Asia-Pacific Education Researcher","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Yonsei University","keywords":"Metacognition; Reading (process); Psychology; Mathematics education; Developmental psychology; Political science; Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004755108,0.0002265334,0.0002423989,0.0006240145,0.0003645369,0.0002516917,0.0005857725,0.0001622329,0.001218452],"category_scores_gemma":[0.001859987,0.0001705891,0.00005242347,0.001558789,0.0003311506,0.000170687,0.00008937778,0.001527518,0.00004225891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143314,"about_ca_system_score_gemma":0.0008070141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551537,"about_ca_topic_score_gemma":0.00005214788,"domain_scores_codex":[0.9939833,0.00408743,0.0003803954,0.0004919841,0.0005668453,0.000490005],"domain_scores_gemma":[0.9980353,0.000832273,0.0001659353,0.0004721557,0.000401665,0.00009273495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182758,0.0008589093,0.8432623,0.00002871568,0.000398485,0.000001962585,0.08761367,0.00001009071,0.001486675,0.03698454,0.02492403,0.004312358],"study_design_scores_gemma":[0.0003506153,0.00004082777,0.8197095,0.00007282601,0.00001641894,3.395932e-7,0.1741356,0.000006970623,0.0004053257,0.003754564,0.001371628,0.0001353904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252874,0.00005257375,0.0006805224,0.004514814,0.0004046668,0.0007032967,0.00003218767,0.00007214367,0.06825237],"genre_scores_gemma":[0.8928045,0.000001719697,0.000202146,0.0001214092,0.00007776696,0.000258564,0.0002353063,0.00002773927,0.1062709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08652192,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564654423973416,"score_gpt":0.4452516882065921,"score_spread":0.379605143966858,"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."}}