{"id":"W4414452484","doi":"10.5539/ies.v18n5p42","title":"Strategies for Developing Sustainable Reading Ability in High School Students: Practical Approaches to Enhance Potential in the Modern Era","year":2025,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Sustainable development; Literacy; SWOT analysis; Adaptability; Sustainability","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559851,0.0001110684,0.0001479931,0.0003166376,0.0001169911,0.0003290063,0.000732617,0.00003333873,0.00000147041],"category_scores_gemma":[0.003443363,0.00009086317,0.00003068726,0.0004962896,0.00003808864,0.0007825088,0.0002328788,0.0001584067,0.000002819375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005877718,"about_ca_system_score_gemma":0.001911037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002226545,"about_ca_topic_score_gemma":0.00009500091,"domain_scores_codex":[0.9985805,0.0001555409,0.0003440144,0.0003797477,0.0003287972,0.0002114393],"domain_scores_gemma":[0.9978775,0.0009604373,0.00008202529,0.0002316283,0.0008196171,0.00002876327],"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":[0.00002783542,0.0004601702,0.006336582,0.00007346246,0.00005464657,0.000001312601,0.01014137,0.000534101,0.00004343731,0.966646,0.002251575,0.01342952],"study_design_scores_gemma":[0.0002650383,0.00002879789,0.1097413,0.0001790522,0.000009636874,0.000003008742,0.07442568,0.001536835,0.000225254,0.8060846,0.007316126,0.0001846511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3487146,0.000252058,0.5391122,0.108501,0.002172872,0.0006595362,0.000001122601,0.00001815769,0.0005685285],"genre_scores_gemma":[0.6842528,0.000037836,0.3115059,0.001689086,0.0001310474,0.001371807,0.000003809877,0.000003191012,0.0010045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3355381,"threshold_uncertainty_score":0.4122276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369882137090599,"score_gpt":0.4860767967486559,"score_spread":0.349088583039596,"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."}}