{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004049848,0.0001108202,0.000220267,0.0001426405,0.00009964519,0.00009658976,0.0001606262,0.00006262538,0.00001888014],"category_scores_gemma":[0.00003828662,0.0001016735,0.00003581526,0.0002874008,0.00005112204,0.005497637,0.0001025183,0.00008041051,0.00000252482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008440407,"about_ca_system_score_gemma":0.00005230782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.180159e-8,"about_ca_topic_score_gemma":1.013465e-7,"domain_scores_codex":[0.9987835,0.0001853383,0.0005650849,0.0001506446,0.0001121811,0.0002032374],"domain_scores_gemma":[0.999135,0.0003790799,0.0002491906,0.0001031016,0.00008081387,0.00005284326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004860933,0.00004356506,0.00009943124,0.00003640142,0.00002044283,3.075578e-7,0.001030472,0.00342534,0.0001193258,0.9605579,0.0003028398,0.03387791],"study_design_scores_gemma":[0.005805464,0.0003745823,0.001023329,0.0001266745,0.000007904719,0.000006319457,0.000049689,0.8842958,0.0494004,0.05362091,0.005007317,0.0002816502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04505222,0.00005756985,0.9486829,0.0002907589,0.0004696102,0.0003808853,0.00002783139,0.00004937987,0.004988863],"genre_scores_gemma":[0.8861841,0.000005073882,0.1125194,0.0009133929,0.0001876345,0.00007729681,0.00009779307,0.000005112017,0.00001018363],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9069369,"threshold_uncertainty_score":0.4146123,"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."}}