{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00377399,0.000236584,0.0004494823,0.0008729633,0.006272621,0.006718752,0.0006355997,0.001304734,0.006250641],"category_scores_gemma":[0.009106797,0.0002571979,0.0003433493,0.0006661983,0.0144154,0.008607959,0.009597859,0.0030437,0.0003420261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00374175,"about_ca_system_score_gemma":0.002292148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895971,"about_ca_topic_score_gemma":0.005601135,"domain_scores_codex":[0.9966272,0.002075323,0.0001637783,0.0003929787,0.0003728197,0.0003678995],"domain_scores_gemma":[0.9967494,0.001828543,0.0003654448,0.0001930144,0.00018538,0.0006782343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008522886,0.0000735605,0.009042696,0.0002319345,0.00002480202,0.00113864,0.07500895,0.0001999652,0.0003611968,0.8448518,0.007444032,0.06153727],"study_design_scores_gemma":[0.00006015315,0.00007440677,0.01045627,0.0008768155,0.00003318904,0.001335863,0.03885377,0.0002056927,0.0005762923,0.6867578,0.2607089,0.0000608733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3419409,0.03838439,0.01530993,0.09144572,0.001569927,0.00008319801,0.00007301287,0.0001086478,0.5110843],"genre_scores_gemma":[0.9819309,0.003546117,0.002310875,0.005071723,0.00009740987,0.00003250024,0.00001424606,0.00002572325,0.006970591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006718752,"threshold_uncertainty_score":0.02714849,"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."}}