{"id":"W2008780758","doi":"10.1177/0261429412440646","title":"Gifted students’ transition to university","year":2012,"lang":"en","type":"article","venue":"Gifted Education International","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Milestone; Transition (genetics); Gifted education; Psychology; Mathematics education; Pedagogy","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":[0.005446205,0.0002976827,0.000703128,0.001206356,0.01158796,0.008861537,0.00122696,0.002376571,0.002798698],"category_scores_gemma":[0.01964199,0.0003818,0.00064337,0.0007483079,0.008908196,0.003232409,0.0097502,0.007938535,0.0004911586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327705,"about_ca_system_score_gemma":0.004399992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004633963,"about_ca_topic_score_gemma":0.006550898,"domain_scores_codex":[0.9949514,0.002362802,0.0001785707,0.0002559728,0.0008365678,0.001414685],"domain_scores_gemma":[0.9905509,0.00141876,0.001324353,0.0004069256,0.0008065322,0.005492638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001665177,0.0006425534,0.03939506,0.0000774716,0.00002883335,0.003457224,0.9123565,0.0001786956,0.001823956,0.01194712,0.004174344,0.02575181],"study_design_scores_gemma":[0.00003023773,0.0003209653,0.02587308,0.0001006341,0.00001422687,0.001948082,0.937224,0.0003027889,0.0006622279,0.004138112,0.0292924,0.00009318728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897345,0.0002204084,0.0003055556,0.004004775,0.0001077405,0.00002601392,0.00001071471,0.00002460173,0.005565589],"genre_scores_gemma":[0.9977004,0.0001131274,0.000136913,0.0004892857,0.00001147953,0.000008129859,0.000007036437,0.000007434921,0.001526197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158796,"threshold_uncertainty_score":0.02880263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220477755922795,"score_gpt":0.3690780251771604,"score_spread":0.3470302495848809,"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."}}