{"id":"W2894056097","doi":"","title":"VALIDATION OF EXPERIMENTAL METHODOLOGY FOR STATE MINDFULNESS INDUCTION IN A CONTROLLED LABORATORY SETTING","year":2018,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Psychology; Computer science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05266766,0.001821503,0.001057579,0.001540708,0.003206471,0.001328026,0.003012249,0.001443946,0.004861451],"category_scores_gemma":[0.05457632,0.001584096,0.001104895,0.001094266,0.004491132,0.001136293,0.002519051,0.002934773,0.001108659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354829,"about_ca_system_score_gemma":0.00527561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760273,"about_ca_topic_score_gemma":0.001959107,"domain_scores_codex":[0.9621897,0.02286809,0.0036943,0.003423723,0.00666066,0.001163578],"domain_scores_gemma":[0.9351542,0.03547638,0.004916429,0.01417555,0.009009006,0.001268478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02721147,0.1167309,0.0231533,0.006082472,0.0005013577,0.0006262586,0.02392568,0.01586475,0.3873326,0.0424813,0.004235562,0.3518544],"study_design_scores_gemma":[0.03597494,0.4096491,0.08856504,0.002455848,0.0009936546,0.0009236626,0.003649009,0.03835465,0.3174284,0.02348915,0.07763074,0.0008859198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.143849,0.000244519,0.6114326,0.0002936553,0.0005184807,0.2363608,0.0003858852,0.0007336672,0.006181333],"genre_scores_gemma":[0.1231032,0.0002465471,0.5706437,0.0002944332,0.0001453571,0.3042443,0.0002316576,0.000132097,0.0009585933],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05266766,"threshold_uncertainty_score":0.2785366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274205086979797,"score_gpt":0.2617013522581649,"score_spread":0.2389593013883669,"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."}}