{"id":"W3173295921","doi":"10.5430/wje.v11n3p39","title":"Investigating Perceptions and Skills of Gifted Students in STEM Education","year":2021,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gifted education; Psychology; Perception; Mathematics education; Qualitative research; Pedagogy; Medical education; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004992153,0.0003029555,0.0004883966,0.001855087,0.00202142,0.002671899,0.0004306523,0.0006406032,0.001904151],"category_scores_gemma":[0.01333269,0.0002540733,0.0003985995,0.0006035187,0.004093976,0.001529663,0.003274444,0.001605064,0.0002028289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168035,"about_ca_system_score_gemma":0.001322097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291384,"about_ca_topic_score_gemma":0.003856503,"domain_scores_codex":[0.9972491,0.001252321,0.0002041236,0.0001898147,0.0006215604,0.000483111],"domain_scores_gemma":[0.9915667,0.002543501,0.002139246,0.0003191388,0.0007933602,0.00263793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001568701,0.0009389346,0.6365401,0.0002050554,0.00007008782,0.001236279,0.3286246,0.0002111298,0.003611414,0.001929026,0.0005791315,0.02589742],"study_design_scores_gemma":[0.00003250237,0.0009736233,0.4610453,0.0001613748,0.00003547529,0.001414819,0.5261582,0.0003925758,0.001536583,0.002206864,0.005962269,0.00008038469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991606,0.00008467965,0.00008729813,0.0001090399,0.000004854216,0.00001096055,0.000006454003,0.000001357516,0.0005347343],"genre_scores_gemma":[0.9994179,0.00006383903,0.0001172455,0.00008968639,0.000001964899,0.000009111033,0.000007922707,7.727004e-7,0.0002915938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004992153,"threshold_uncertainty_score":0.02640134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302239804518159,"score_gpt":0.3837663745289072,"score_spread":0.3607439764837256,"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."}}