{"id":"W4412616651","doi":"10.32598/shenakht.12.2.122","title":"The interaction of teachers' neurocognitive and emotional functions: The relationship between cognitive flexibility and alexithymia with discrimination in the workplace","year":2025,"lang":"en","type":"article","venue":"Shenakht Journal of Psychology and Psychiatry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Neurocognitive; Flexibility (engineering); Psychology; Cognitive flexibility; Cognition; Cognitive psychology; Developmental psychology; Clinical psychology; Psychiatry; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499432,0.0001084579,0.0001513036,0.0001339038,0.0003833494,0.00002677611,0.0001159243,0.00009992925,0.00001084107],"category_scores_gemma":[0.000137282,0.00005349269,0.00003439309,0.0002704308,0.0006442856,0.0001542177,0.00001600801,0.0007361039,0.000001108232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001169485,"about_ca_system_score_gemma":0.00006603177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002464671,"about_ca_topic_score_gemma":0.000213185,"domain_scores_codex":[0.9982751,0.0008542427,0.0004115661,0.0001911186,0.0001236084,0.0001443404],"domain_scores_gemma":[0.9970529,0.002387921,0.0003156908,0.000132218,0.00007588778,0.00003538403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00127752,0.0001311693,0.9599543,0.00002441762,0.00006815825,0.000001231043,0.005175588,6.316055e-7,0.000001673906,0.006069098,0.0009032582,0.02639293],"study_design_scores_gemma":[0.00124878,0.0005628991,0.9406507,0.0003381697,0.00009357325,0.0002195101,0.0366582,0.00000160427,8.821062e-7,0.01994069,0.000239306,0.00004566978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745083,0.004213981,0.0007940585,0.01499206,0.0007143848,0.0003234293,0.000007677101,0.000002698958,0.004443435],"genre_scores_gemma":[0.9984081,0.0002808663,0.00005404018,0.0009111656,0.0001113982,0.00001629085,0.000003442954,0.000004316328,0.000210346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03148261,"threshold_uncertainty_score":0.3198046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450325189836517,"score_gpt":0.4141123112175011,"score_spread":0.369609059319136,"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."}}