{"id":"W4412838869","doi":"10.1002/pits.70051","title":"Evaluating the Effects of a Brief Mindfulness‐Based Intervention on Stress Reduction Among Language Teachers","year":2025,"lang":"en","type":"article","venue":"Psychology in the Schools","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Mindfulness; Stress reduction; Intervention (counseling); Mindfulness-based stress reduction; Stress (linguistics); Stress management; Clinical psychology; Applied psychology; Psychotherapist; Developmental psychology; Mathematics education; Linguistics; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001695709,0.000172411,0.0002329562,0.0003054796,0.0001495469,0.0000338059,0.000675949,0.0001747169,0.001259918],"category_scores_gemma":[0.0004199841,0.0001100942,0.0002591874,0.0005679704,0.0001762039,0.00005042921,0.00003753055,0.0007698433,0.00005402529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917457,"about_ca_system_score_gemma":0.00001888333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133648,"about_ca_topic_score_gemma":0.00005636604,"domain_scores_codex":[0.9963896,0.002212596,0.000532589,0.000390445,0.0002100385,0.000264759],"domain_scores_gemma":[0.998136,0.0005576833,0.0002926355,0.0009374034,0.00005113178,0.00002515474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002124413,0.006756085,0.02775454,0.000413145,0.0007139152,0.00005834033,0.01278255,0.0003525321,0.002898941,0.1062565,0.1007536,0.7391354],"study_design_scores_gemma":[0.01149065,0.002944075,0.8691534,0.004148874,0.0004122932,0.00003424343,0.03110436,0.0004455428,0.03887262,0.04023752,0.0006509342,0.000505426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771849,0.0002499132,0.008131294,0.002401517,0.002505452,0.0007705637,0.000009200921,0.00003044188,0.0087167],"genre_scores_gemma":[0.9934388,2.027516e-7,0.00002321478,0.000500722,0.00007791573,0.004009421,0.00001216242,0.00001256748,0.001924994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8413989,"threshold_uncertainty_score":0.999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213267705798952,"score_gpt":0.4285975652330586,"score_spread":0.3964648881750691,"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."}}