{"id":"W4206490094","doi":"10.17918/etd-3282","title":"Enhancing mindfulness in a written emotional expression exercise","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Expression (computer science); Psychology; Psychotherapist; Cognitive psychology; Computer science; Programming language","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002555137,0.0003038047,0.0003517309,0.0002802619,0.00007996641,0.00003551851,0.0003424565,0.0009067309,0.05006344],"category_scores_gemma":[0.0000286785,0.0002512377,0.0001164619,0.0002377511,0.00002312932,0.00008198501,0.00001854117,0.0009913145,0.001358133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505966,"about_ca_system_score_gemma":0.00008978196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001647603,"about_ca_topic_score_gemma":0.0006690815,"domain_scores_codex":[0.9980393,0.00008894513,0.0005155716,0.0006701972,0.0003339086,0.0003520816],"domain_scores_gemma":[0.9990879,0.0001548098,0.0001968537,0.0003419778,0.0001023254,0.0001160876],"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":[0.004922939,0.02222826,0.03705979,0.001386331,0.000373408,0.0004550356,0.02938857,0.000005284894,0.09267501,0.1625741,0.1607674,0.4881639],"study_design_scores_gemma":[0.001634991,0.0001072713,0.9050509,0.001585438,0.00005163001,0.00002502323,0.01032119,0.000001797478,0.02741686,0.03849064,0.01412638,0.001187939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7469815,0.0001339533,0.0001557022,0.0001212463,0.006442526,0.0003677829,0.00001741362,0.00005048191,0.2457294],"genre_scores_gemma":[0.6074537,0.000004117529,0.001168643,0.0002463239,0.0005361837,0.0009208724,0.002619743,0.00004731311,0.3870031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867991,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370427339944065,"score_gpt":0.3770137925065422,"score_spread":0.3533095191071015,"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."}}