{"id":"W6945827487","doi":"10.25774/6bjv-4j73","title":"Sternberg’s transformational and transactional giftedness: A Dabrowskian interpretation","year":2023,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transformational leadership; Transactional leadership; Interpretation (philosophy); Perspective (graphical); Transactional analysis","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":[0.002142948,0.0004997765,0.0003167786,0.001820067,0.002061722,0.003984769,0.001056288,0.001967052,0.003722747],"category_scores_gemma":[0.002609515,0.0001763775,0.0003961299,0.001163233,0.01690787,0.006117682,0.0033097,0.003344304,0.0006050784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497137,"about_ca_system_score_gemma":0.002352917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407967,"about_ca_topic_score_gemma":0.002358923,"domain_scores_codex":[0.9986488,0.0004864809,0.00007582393,0.0002465396,0.0003635139,0.0001787688],"domain_scores_gemma":[0.9991352,0.0002984098,0.0001308291,0.00008926224,0.0001977737,0.0001486138],"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":[0.000007374508,0.000009715422,0.0001538714,0.00001299237,0.000001271374,0.00003852104,0.001237032,0.00005393322,0.0000407497,0.9936087,0.001859142,0.002976733],"study_design_scores_gemma":[0.00001930749,0.00002183323,0.000727983,0.00006273653,0.000003718241,0.000214611,0.001026473,0.0004552353,0.0001047676,0.9157889,0.08156115,0.00001329443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06865834,0.01841702,0.07363181,0.1123905,0.00226122,0.0001525407,0.0002129577,0.000123965,0.7241515],"genre_scores_gemma":[0.9322785,0.005593011,0.01201142,0.008123129,0.0006362559,0.0001480872,0.00005531494,0.00003586446,0.04111838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004497137,"threshold_uncertainty_score":0.03262919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913900245707176,"score_gpt":0.2978819481809258,"score_spread":0.2787429457238541,"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."}}