{"id":"W4240903393","doi":"10.24124/2018/58847","title":"Firefighters, hostility, and satisfaction with life, job and marital relationship.","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Hostility; Psychology; Mental health; Job satisfaction; Social psychology; Clinical psychology; Structural equation modeling; Personality; Context (archaeology); Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000582639,0.000174528,0.000145126,0.0004860856,0.0005528745,0.0006192293,0.0001208816,0.0002666019,0.003646032],"category_scores_gemma":[0.002490233,0.0000913769,0.0002783657,0.000375172,0.0003512776,0.0001935157,0.0005520023,0.0005217956,0.0002689196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833428,"about_ca_system_score_gemma":0.0003123224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986747,"about_ca_topic_score_gemma":0.007450068,"domain_scores_codex":[0.9997551,0.00009037823,0.00001934165,0.00002077516,0.00005720505,0.00005722704],"domain_scores_gemma":[0.9985698,0.0002868155,0.000610953,0.00004537643,0.00008530074,0.0004016625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007786503,0.0001855282,0.9851431,0.00003068026,0.00004822597,0.00005994783,0.001128282,0.00003831977,0.0002374039,0.0001070922,0.0002416063,0.01270202],"study_design_scores_gemma":[0.000001191754,0.00005313124,0.9988795,0.000009290706,0.000006191235,0.00004899952,0.0007379945,0.00003039033,0.00001590947,0.00002483914,0.000191462,0.000001048814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963497,0.0007913407,0.00004855111,0.0002142537,0.00001142542,0.000009704917,0.00009799637,0.000001755979,0.00247531],"genre_scores_gemma":[0.9987758,0.0004459461,0.00006049393,0.00003844477,0.00001332177,0.000007733997,0.00007051364,6.352018e-7,0.0005870544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003646032,"threshold_uncertainty_score":0.01219726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878214699951065,"score_gpt":0.3785244928222711,"score_spread":0.3397423458227604,"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."}}