{"id":"W2742402145","doi":"","title":"Brains Unlimited: Giftedness and Gifted Education in Canada before Sputnik (1957)","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gifted education; Sketch; Psychology; Mathematics education; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00122329,0.0001868819,0.0003122156,0.0007570233,0.001450215,0.0002435998,0.0006663751,0.0001217084,0.0001747],"category_scores_gemma":[0.005520702,0.0002313251,0.00005424457,0.0004999742,0.0002884493,0.0006575906,0.00001410906,0.0003669126,0.000005186659],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02718701,"about_ca_system_score_gemma":0.2210511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946584,"about_ca_topic_score_gemma":0.9999583,"domain_scores_codex":[0.9979419,0.0002337081,0.0006239168,0.0002829612,0.0001687107,0.0007487966],"domain_scores_gemma":[0.9952231,0.0001409894,0.000871392,0.0004740262,0.001192348,0.002098146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001247483,0.0001660339,0.4663962,0.0001029158,0.00004434142,0.00002427284,0.2086615,0.00002372186,0.00001645238,0.02583391,0.1489203,0.1497978],"study_design_scores_gemma":[0.0001397219,0.00002009349,0.486686,0.000200436,0.00002881207,0.00004845236,0.08867392,0.00000833687,0.000002663732,0.002128352,0.4218682,0.0001950261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326961,0.0008409687,0.0000104539,0.04145313,0.01207764,0.0002922359,0.00001609226,0.000005037858,0.01260833],"genre_scores_gemma":[0.9888869,0.0000984385,0.0003676192,0.001480839,0.001218721,0.00003439443,0.00002142744,0.00002560737,0.007866049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2729479,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578447756646676,"score_gpt":0.3072016394607528,"score_spread":0.2714171618942861,"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."}}