{"id":"W3188039371","doi":"10.3390/educsci11080424","title":"Context Matters in Gifted Education","year":2021,"lang":"en","type":"article","venue":"Education Sciences","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics education; Creativity; Context (archaeology); Pedagogy; Psychology; Novelty; Education theory; Parallels; Higher education; Social psychology","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":[0.0004458489,0.0001026208,0.0001100108,0.0002748089,0.0001739111,0.0001100259,0.0002556543,0.00005320528,0.004273696],"category_scores_gemma":[0.000113947,0.000103773,0.00003179453,0.00123389,0.0001994229,0.000276564,0.00001803051,0.000092757,0.000446584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008090766,"about_ca_system_score_gemma":0.002624962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008126225,"about_ca_topic_score_gemma":0.0004659861,"domain_scores_codex":[0.9986249,0.0002081831,0.0002837711,0.0004368441,0.000205037,0.0002412859],"domain_scores_gemma":[0.99919,0.0001185354,0.0001211371,0.0002960073,0.0001916938,0.0000826802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004667985,0.002001268,0.6151717,0.00001900177,0.000009807107,7.400109e-7,0.01851513,0.000001926298,0.000411784,0.06688945,0.1918713,0.1051032],"study_design_scores_gemma":[0.0002014409,0.00002893036,0.7196602,0.00009379703,0.000008301089,0.00001308674,0.1576897,0.000002987556,0.0004933483,0.005828111,0.1157703,0.0002098283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887985,0.001971405,0.00004447823,0.03103141,0.01063964,0.0001918102,0.000002368175,0.00003067311,0.06810323],"genre_scores_gemma":[0.9598463,0.0000286261,0.0005768306,0.01134215,0.0002874232,0.0001828181,0.00004546019,0.000007941762,0.02768241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1391746,"threshold_uncertainty_score":0.9966365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955267507142428,"score_gpt":0.4216234597063085,"score_spread":0.3720707846348842,"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."}}