{"id":"W2982110249","doi":"10.1111/fare.12393","title":"Backing the Blue: Trauma in Law Enforcement Spouses and Couples","year":2019,"lang":"en","type":"article","venue":"Family Relations","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Law enforcement; Psychology; Coping (psychology); Qualitative research; Compassion fatigue; Clinical psychology; Legal psychology; Feeling; Social psychology; Law; Burnout; Sociology; Political science","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":["insufficient_payload"],"category_scores_codex":[0.0002416155,0.00008783095,0.0001101967,0.00007745769,0.0001137598,0.00004177939,0.0001564116,0.00006890862,0.00172294],"category_scores_gemma":[0.00002348243,0.00006737826,0.00002763024,0.0001845395,0.0001460538,0.0000770108,0.0000476142,0.0002192013,0.0009597108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003006245,"about_ca_system_score_gemma":0.00001746978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671975,"about_ca_topic_score_gemma":0.0006668794,"domain_scores_codex":[0.9990786,0.00009379639,0.0002121933,0.000189989,0.000178398,0.0002470362],"domain_scores_gemma":[0.999095,0.0004743583,0.00004018397,0.000334511,0.00002099776,0.00003494967],"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":[0.00002258294,0.0001133305,0.2239282,0.00001218041,0.00006054346,0.000004280203,0.009368569,0.0004973836,0.0001051726,0.7597718,0.001418068,0.00469794],"study_design_scores_gemma":[0.001187145,0.0000731525,0.9429124,0.00006292076,0.00001451153,0.000006483715,0.01036995,0.001258327,0.00001504398,0.002774324,0.04117968,0.000146071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7394553,0.001088734,0.0000762865,0.0002784986,0.0001245918,0.0004104567,0.000008355096,0.00002337455,0.2585344],"genre_scores_gemma":[0.9960636,0.0000307361,0.00006358129,0.0002415417,0.00001646223,0.00007505949,0.00001183927,0.0000149365,0.003482172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569975,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101646721183879,"score_gpt":0.3526508135984986,"score_spread":0.2916343463866598,"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."}}