{"id":"W6986992836","doi":"","title":"Resilience: a pilot study of stress and coping in the fire rescue service in Canada &amp; the United Kingdom (UK)","year":2012,"lang":"en","type":"book","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Service (business); Occupational stress; Stress (linguistics); Occupational safety and health; Kingdom; Service member","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009063389,0.0008036912,0.0009011958,0.0007677347,0.00166322,0.00009988174,0.001631418,0.0003259757,0.00003518837],"category_scores_gemma":[0.00007186884,0.0006433228,0.0001389821,0.001253708,0.0005831802,0.0002747737,0.0004706811,0.001830986,0.000006262441],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004168425,"about_ca_system_score_gemma":0.004747722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8326961,"about_ca_topic_score_gemma":0.7121778,"domain_scores_codex":[0.9931181,0.001398387,0.001489108,0.001263201,0.001722177,0.001009032],"domain_scores_gemma":[0.9957647,0.001106154,0.001208946,0.001362329,0.0002778028,0.000280099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004065315,0.009561696,0.8668047,0.002129668,0.0009285389,0.007398889,0.0668167,0.01350009,0.0004177284,0.01298194,0.01200474,0.003389971],"study_design_scores_gemma":[0.01069451,0.002870976,0.7641513,0.008167014,0.001087079,0.001486066,0.06311072,0.0005127864,0.0001931613,0.00004359101,0.1449617,0.00272112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267842,0.0007545769,0.000006061615,0.0002287771,0.002167629,0.001706068,0.00005269827,0.00004389896,0.06825614],"genre_scores_gemma":[0.9625317,0.0000451845,0.00002422519,0.0002243506,0.000434823,0.00004348215,0.0001303503,0.00004177813,0.03652412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132957,"threshold_uncertainty_score":0.9996544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128757734058585,"score_gpt":0.2935176358230139,"score_spread":0.252230058482428,"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."}}