{"id":"W7100306262","doi":"","title":"Education Commons This Magazine is brought to you for free and open access by TopSCHOLAR®. It has been accepted for inclusion in Gifted Studies Publications by an","year":2016,"lang":"en","type":"article","venue":"","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Quarter (Canadian coin); Inclusion (mineral); Picnic; State (computer science); House of Commons","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003340205,0.0006157958,0.0005575867,0.001371752,0.001494032,0.00630216,0.0004065931,0.001180516,0.6166726],"category_scores_gemma":[0.001484089,0.0002346807,0.0002750669,0.001180446,0.0006611361,0.00251834,0.001442964,0.001754909,0.4130048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000788059,"about_ca_system_score_gemma":0.001263144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137794,"about_ca_topic_score_gemma":0.008532717,"domain_scores_codex":[0.9996854,0.00002157518,0.00001245316,0.00003977459,0.0001951403,0.00004580683],"domain_scores_gemma":[0.9990214,0.0001237621,0.00003997653,0.0001061918,0.000325459,0.0003831167],"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":[0.00001562325,0.00004638535,0.0001504788,0.00008374395,0.00000192387,0.00004059728,0.0001150624,0.00001361042,0.0002507446,0.003129265,0.934202,0.06195057],"study_design_scores_gemma":[0.00000167203,0.000008715202,0.000450492,0.0000659881,9.463181e-7,0.00002310139,0.0001422145,0.000008741223,0.00004329954,0.0003959129,0.9988558,0.000003128426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001632849,0.00239795,0.0003987102,0.006796138,0.009450989,0.00004579431,0.001151795,0.001391723,0.976734],"genre_scores_gemma":[0.003461597,0.002121658,0.0002444586,0.002301011,0.001936258,0.00002671837,0.0005443512,0.0002769321,0.989087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3833274,"threshold_uncertainty_score":0.54677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713412212242913,"score_gpt":0.4946928292379928,"score_spread":0.3233516080137016,"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."}}