{"id":"W2739493987","doi":"10.1177/0016986217722840","title":"Paradigm Shifts in Gifted Education: An Examination Vis-à-Vis Its Historical Situatedness and Pedagogical Sensibilities","year":2017,"lang":"en","type":"article","venue":"Gifted Child Quarterly","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Paradigm shift; Field (mathematics); Psychology; Identification (biology); Gifted education; Epistemology; Focus (optics); Pedagogy; Sociology","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":[0.01377465,0.0003167043,0.0005330871,0.004325727,0.003946966,0.007795242,0.001173344,0.001456836,0.001793922],"category_scores_gemma":[0.01153389,0.000281445,0.0005247466,0.004345499,0.03060196,0.01250796,0.006960558,0.004362111,0.0001505318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00752556,"about_ca_system_score_gemma":0.004650237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257304,"about_ca_topic_score_gemma":0.002676986,"domain_scores_codex":[0.99349,0.004020074,0.000285311,0.0007008046,0.001130761,0.0003730221],"domain_scores_gemma":[0.9885095,0.008322393,0.001283217,0.0005853247,0.0007915887,0.0005079399],"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":[0.00008280784,0.00006737201,0.006954046,0.0007351328,0.00002730135,0.0006953851,0.2570279,0.0001937257,0.0007870298,0.6502131,0.0009666802,0.08224963],"study_design_scores_gemma":[0.00002966993,0.0001582483,0.02328893,0.001841566,0.00005514494,0.003076873,0.2989982,0.0008893901,0.001217685,0.5509008,0.1194605,0.00008305819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5961692,0.1308393,0.0580167,0.06878056,0.001034269,0.0002029508,0.000111577,0.00009950702,0.1447459],"genre_scores_gemma":[0.9763612,0.01441312,0.006705937,0.001149969,0.0001025402,0.00006444679,0.00002433156,0.00002518411,0.001153369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377465,"threshold_uncertainty_score":0.0728482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07814922681268653,"score_gpt":0.3726233986813927,"score_spread":0.2944741718687062,"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."}}