{"id":"W1991260781","doi":"10.1080/14926156.2011.548900","title":"A Model of Mathematical Giftedness: Integrating Natural, Creative, and Mathematical Abilities","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Creativity; Cognition; Natural (archaeology); Conceptualization; Mathematical model; Mathematical structure; Mathematical problem; Psychology; Construct (python library); Mathematics education; Cognitive psychology; Cognitive science; Computer science; Artificial intelligence; Mathematics; Social psychology; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007969668,0.0006737296,0.000534514,0.001234171,0.0009600707,0.002306919,0.001869978,0.001621439,0.01355443],"category_scores_gemma":[0.002602126,0.0003291411,0.0009801334,0.000746767,0.002649098,0.002918798,0.001420593,0.001386923,0.001144057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229501,"about_ca_system_score_gemma":0.002381343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642498,"about_ca_topic_score_gemma":0.008609506,"domain_scores_codex":[0.9996029,0.0001536923,0.00001284472,0.0000704254,0.00007642863,0.00008383386],"domain_scores_gemma":[0.9987695,0.0004933588,0.000135651,0.00009154914,0.0002325366,0.0002774325],"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":[0.00003561968,0.00007531838,0.00252551,0.00003308967,0.0000289555,0.0001547405,0.0004823772,0.02353554,0.0003677479,0.9663376,0.001263715,0.005159843],"study_design_scores_gemma":[0.00009605418,0.00007545508,0.003374571,0.00002720769,0.00003429791,0.0002647678,0.000350262,0.1580614,0.0001158492,0.8333921,0.004176893,0.0000311889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2963622,0.001282435,0.2951059,0.02222959,0.0002232915,0.0001676465,0.0008314957,0.0004349657,0.3833625],"genre_scores_gemma":[0.9740688,0.000318726,0.01392946,0.0002623364,0.00004570787,0.0000955478,0.0001176581,0.00002306742,0.01113868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01642498,"threshold_uncertainty_score":0.04534405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011745624173409,"score_gpt":0.308969293749275,"score_spread":0.2688518375075409,"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."}}