{"id":"W4206905003","doi":"10.22158/sssr.v2n3p88","title":"Computational Mindfulness","year":2021,"lang":"en","type":"article","venue":"Studies in Social Science Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mindfulness; Causality (physics); Psychology; Cognitive psychology; Granger causality; Cognitive science; Computer science; Psychotherapist; Machine learning; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004538649,0.0003993163,0.0004170485,0.0006242861,0.0004827933,0.00139811,0.001141022,0.0005616174,0.007941912],"category_scores_gemma":[0.00305988,0.0002759289,0.0010165,0.0003898846,0.001463219,0.001752646,0.001917997,0.00106019,0.0004562448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465935,"about_ca_system_score_gemma":0.0006506612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105346,"about_ca_topic_score_gemma":0.001218874,"domain_scores_codex":[0.9997353,0.0001049941,0.00001133105,0.00006749982,0.00005389002,0.0000269863],"domain_scores_gemma":[0.999094,0.0005191826,0.0000630165,0.0002113977,0.00006287346,0.00004951281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005592113,0.0001216138,0.00281662,0.0002504085,0.0001366612,0.0001354697,0.0004349605,0.10007,0.002722471,0.8432132,0.00212214,0.0479204],"study_design_scores_gemma":[0.0000253403,0.00004179551,0.001186025,0.00003839976,0.00002704645,0.0001020659,0.00007914945,0.3257154,0.000714902,0.6650773,0.00697472,0.00001777962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07101382,0.0007270961,0.8747838,0.002476777,0.0001931868,0.0001954929,0.0003602395,0.0004324524,0.04981713],"genre_scores_gemma":[0.763986,0.000535018,0.2256734,0.0005400178,0.0001383299,0.0005641615,0.0004767332,0.00009462818,0.007991723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007941912,"threshold_uncertainty_score":0.02656829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3266577864658414,"score_gpt":0.585925638714339,"score_spread":0.2592678522484976,"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."}}