{"id":"W2418263923","doi":"10.1108/ijes-09-2015-0021","title":"Hostility in firefighters: personality and mental health","year":2016,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Resilience and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Northern British Columbia","funders":"","keywords":"Hostility; Somatization; Psychology; Neuroticism; Clinical psychology; Mental health; Psychoticism; Agreeableness; Symptom Checklist 90; Anxiety; Psychiatry; Personality; Distress; Big Five personality traits; Extraversion and introversion; Social psychology","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":[0.0004700779,0.00007982352,0.0001409708,0.0001187893,0.00003079754,0.000007691999,0.0002840684,0.0000322132,0.002518144],"category_scores_gemma":[0.000007168953,0.00005204931,0.000054848,0.0000593153,0.0000253486,0.0003153998,0.0000378658,0.00007878039,0.00002644334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227183,"about_ca_system_score_gemma":0.00004513689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132772,"about_ca_topic_score_gemma":0.0006341923,"domain_scores_codex":[0.9987531,0.00009881534,0.0005276276,0.0001398225,0.0003128114,0.0001678688],"domain_scores_gemma":[0.9993563,0.00003036792,0.0003237848,0.00007423856,0.00009979569,0.0001155539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003501888,0.0002411935,0.9047062,0.00003198767,0.00006467669,0.00001553126,0.006415005,2.10877e-7,0.0004400516,0.0005275322,0.001123133,0.08608422],"study_design_scores_gemma":[0.0008709271,0.000195869,0.9844458,0.0001789099,0.000001840479,0.00007901941,0.001329729,0.000005168626,0.00004222034,0.0007244927,0.01206241,0.00006365983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979085,0.002021646,0.0000197255,0.01452325,0.003221335,0.00006561486,0.00002779509,0.000003894328,0.001031703],"genre_scores_gemma":[0.9966642,0.00220156,0.00007236355,0.0005740975,0.0002136693,0.000001896113,0.000002597632,0.000004560168,0.0002651016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08602057,"threshold_uncertainty_score":0.9983937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066099025187012,"score_gpt":0.4253963603168565,"score_spread":0.3947353700649863,"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."}}