{"id":"W2945539206","doi":"10.1002/smi.2873","title":"Effects of motivation and workload on firefighters' perceived health, stress, and performance","year":2019,"lang":"en","type":"article","venue":"Stress and Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Workload; Moderation; Psychology; Stress (linguistics); Social psychology; Applied psychology; Sample (material); Relation (database); Developmental psychology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.00040929,0.000170523,0.0004099357,0.0001096431,0.0007366543,0.000007445163,0.00005329776,0.0001233824,0.000044989],"category_scores_gemma":[0.00002257286,0.0001398864,0.00001569634,0.0001057366,0.0000644111,0.0001526988,0.00004638454,0.0004200135,0.00001458264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008653828,"about_ca_system_score_gemma":0.0004195861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009809536,"about_ca_topic_score_gemma":0.0002680311,"domain_scores_codex":[0.9982593,0.000195951,0.0005047668,0.0003126904,0.000212328,0.0005149579],"domain_scores_gemma":[0.9986088,0.000460561,0.0003662743,0.000161561,0.00006695394,0.0003358025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998721,0.00004862359,0.9387336,0.01788358,0.000005879507,1.829188e-7,0.003258695,0.000004235348,0.000003695954,0.0005588265,0.0002606508,0.0390421],"study_design_scores_gemma":[0.001364117,0.001129402,0.9901496,0.005714844,0.000002923395,4.536394e-7,0.0004538501,0.0005137472,0.00001719308,0.00005362665,0.0004941376,0.0001061606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902402,0.004279214,0.000004451371,0.003316195,0.0002975768,0.001249849,0.00008260233,0.00002637796,0.0005035698],"genre_scores_gemma":[0.9757273,0.02081951,0.000105652,0.002838076,0.000132681,0.00004150258,0.00004369786,0.00001494225,0.000276685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05141589,"threshold_uncertainty_score":0.5704404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462342039558036,"score_gpt":0.3790852040729878,"score_spread":0.3444617836774075,"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."}}