{"id":"W3131187653","doi":"10.1080/20008198.2020.1869399","title":"Functional disconnection and reconnection: an alternative strategy to stoicism in public safety personnel","year":2021,"lang":"en","type":"article","venue":"European journal of psychotraumatology","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Regina; Mental Health Research Canada","funders":"","keywords":"Psychology; Disconnection; Coping (psychology); Perspective (graphical); Humanities; Social psychology; Political science; Psychotherapist; Art","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":[0.0008655901,0.0001547108,0.0003134309,0.0004260107,0.0001672265,0.00007027809,0.0001774995,0.0000519809,0.01162451],"category_scores_gemma":[0.00006457476,0.0001447049,0.000124639,0.0003158412,0.0000620498,0.0002556886,0.00003028698,0.0004393948,0.0001031742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041419,"about_ca_system_score_gemma":0.00004462573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002013053,"about_ca_topic_score_gemma":0.0002928105,"domain_scores_codex":[0.9969282,0.001551748,0.000775904,0.0003503065,0.000141254,0.0002525504],"domain_scores_gemma":[0.9988656,0.0000969536,0.000321734,0.0002234473,0.0002484338,0.0002438265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002444679,0.002960278,0.01118153,0.00003334795,0.0006750149,0.003590215,0.01444506,0.0006450213,0.0005709151,0.5999519,0.02906258,0.3344395],"study_design_scores_gemma":[0.01108337,0.005278111,0.781193,0.0003832736,0.00008710278,0.03585576,0.08270662,0.0002569888,0.0003466725,0.01929496,0.06265364,0.0008605465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.857228,0.0002403521,0.1122595,0.003158878,0.004227987,0.00007233197,0.00001059145,0.00001503771,0.02278728],"genre_scores_gemma":[0.9982957,0.00001105173,0.0002075613,0.0002550814,0.0003526508,0.00001727947,0.000006436298,0.00002467005,0.0008295826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7700114,"threshold_uncertainty_score":0.989279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027761509690562,"score_gpt":0.3393221461623428,"score_spread":0.2365459951932866,"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."}}