{"id":"W16809846","doi":"10.1007/bf02728976","title":"Straight talking gifted and talented education","year":2011,"lang":"en","type":"article","venue":"Journal of Genetics","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Gifted education; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008454365,0.0005647126,0.0006144239,0.0007529394,0.008552652,0.007059713,0.00224069,0.02223371,0.008992938],"category_scores_gemma":[0.04782135,0.0002621523,0.0005956665,0.0005844373,0.01632248,0.005994195,0.0045089,0.03136316,0.002454067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079556,"about_ca_system_score_gemma":0.01426495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07228401,"about_ca_topic_score_gemma":0.1097905,"domain_scores_codex":[0.9901759,0.004556036,0.0003696548,0.0008720796,0.002774447,0.00125181],"domain_scores_gemma":[0.9704437,0.01644837,0.001485844,0.0006707794,0.007250003,0.003701258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002496971,0.00001179254,0.0002220777,0.00007957591,0.00001036174,0.0002248266,0.005205904,0.00002760344,0.00009466398,0.0439269,0.9445425,0.005628889],"study_design_scores_gemma":[0.00002742063,0.00002042456,0.0009007821,0.000498208,0.00001534106,0.0001626841,0.009160521,0.00005405318,0.0001893446,0.01710986,0.9718196,0.00004177711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003802267,0.002422867,0.00009234656,0.9762499,0.015453,0.000004299072,0.00001527114,0.000008488145,0.005373582],"genre_scores_gemma":[0.03140378,0.002539239,0.0002377577,0.9219708,0.01631033,0.00002330471,0.00001778931,0.00004533148,0.02745174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07228401,"threshold_uncertainty_score":0.1437265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417223359427762,"score_gpt":0.3369301408112625,"score_spread":0.2927579072169849,"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."}}