{"id":"W7081650302","doi":"10.46827/ejes.v12i11.6274","title":"PROMOTING MATHEMATICAL ACHIEVEMENT THROUGH CREATIVE THINKING AND STRUCTURED ACTIVITY EXPOSURE IN HIGH SCHOOL EDUCATION","year":2025,"lang":"en","type":"article","venue":"European Journal of Education Studies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creative thinking; Convergent thinking; Creative problem-solving; Creativity; Critical thinking; Academic achievement; Data collection; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009188637,0.0001046122,0.0001920023,0.00009207856,0.0001511237,0.00008653538,0.0002631788,0.00001486652,0.000006348612],"category_scores_gemma":[0.000958847,0.00008220646,0.00002767076,0.0002392115,0.00004664844,0.0003725569,0.0001919936,0.0002150811,0.000001587083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380557,"about_ca_system_score_gemma":0.0002891811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002359513,"about_ca_topic_score_gemma":7.876909e-7,"domain_scores_codex":[0.9989449,0.0002991291,0.0003430789,0.0001649492,0.0001401454,0.0001077774],"domain_scores_gemma":[0.9989493,0.0001112013,0.0003317429,0.0001506147,0.0004218279,0.00003523969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001049665,0.002816288,0.07275946,0.001640717,0.0008381717,0.00004134183,0.2327133,0.0002126827,0.01049263,0.1697459,0.01256893,0.4960656],"study_design_scores_gemma":[0.001032964,0.0003014528,0.6049084,0.003046362,0.00007009143,0.0001066975,0.03691316,0.000117692,0.007795361,0.3390262,0.00633038,0.0003512592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580369,0.001629205,0.01194873,0.01703742,0.0007163555,0.0001349341,1.814959e-7,0.00001432674,0.01048193],"genre_scores_gemma":[0.9742485,0.00008795002,0.02440215,0.0002884645,0.0001070921,0.000003810012,2.757521e-7,0.000001822133,0.0008598909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.532149,"threshold_uncertainty_score":0.3352282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545326153126386,"score_gpt":0.3043084558789517,"score_spread":0.2788551943476878,"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."}}