{"id":"W3114154089","doi":"10.5430/wje.v10n6p44","title":"Examining Validity of the Candidate Notification Scale for Gifted Children by Mokken Scale Analysis","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Confirmatory factor analysis; Cronbach's alpha; Construct validity; Item response theory; Scale (ratio); Exploratory factor analysis; Item analysis; Nonparametric statistics; Reliability (semiconductor); Structural equation modeling; Validity; Test validity; Statistics; Psychometrics; Developmental psychology; Mathematics","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":[0.01160339,0.0004782006,0.0008668714,0.004976722,0.001106949,0.001636697,0.0008740253,0.0005659207,0.003034775],"category_scores_gemma":[0.06741275,0.0003369091,0.001597586,0.002357412,0.001917891,0.001690649,0.0022669,0.001128577,0.0004179725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075825,"about_ca_system_score_gemma":0.001648295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203724,"about_ca_topic_score_gemma":0.002468075,"domain_scores_codex":[0.9917606,0.002861637,0.00110019,0.00068813,0.003215755,0.0003736344],"domain_scores_gemma":[0.9733799,0.01706153,0.003339402,0.00191211,0.003686388,0.0006207615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003169097,0.000278686,0.8410491,0.00036528,0.0002961653,0.0005845131,0.01251588,0.002486842,0.002655325,0.01014438,0.001725229,0.1275817],"study_design_scores_gemma":[0.00008430509,0.0004672309,0.9581085,0.0002877214,0.00009423523,0.000795708,0.009255069,0.01471389,0.001521064,0.01007885,0.004478836,0.0001144633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807234,0.0002531026,0.01253342,0.0001859913,0.00007357196,0.0003690899,0.0001947223,0.00005267989,0.005614065],"genre_scores_gemma":[0.979583,0.0001071154,0.01876337,0.0000204269,0.0000116011,0.0007776975,0.0001853893,0.00001914216,0.0005322134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160339,"threshold_uncertainty_score":0.06136537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709609353982276,"score_gpt":0.3370158842497069,"score_spread":0.2899197907098841,"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."}}