{"id":"W4400976703","doi":"10.1108/sasbe-11-2023-0356","title":"Sources of occupational stress in UK construction projects: an empirical investigation and agenda for future research","year":2024,"lang":"en","type":"article","venue":"Smart and Sustainable Built Environment","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Stressor; Focus group; Context (archaeology); Qualitative research; Empirical research; Psychology; Empirical evidence; Sample (material); Applied psychology; Engineering; Public relations; Business; Knowledge management; Marketing; Sociology; Political science; Clinical psychology; Computer science","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":[0.01329593,0.001025255,0.001685775,0.004103355,0.004260342,0.009162547,0.001852345,0.002156856,0.00481946],"category_scores_gemma":[0.01969174,0.0009018519,0.001205756,0.006453818,0.004967413,0.007108537,0.00536649,0.002010328,0.0004670067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00825957,"about_ca_system_score_gemma":0.01761897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966679,"about_ca_topic_score_gemma":0.03714791,"domain_scores_codex":[0.9905434,0.005096313,0.0007517794,0.0006999847,0.001197073,0.001711353],"domain_scores_gemma":[0.9698677,0.0186432,0.004166247,0.001117657,0.003910085,0.002295091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005140622,0.001475221,0.4392343,0.01996627,0.0003155091,0.004182802,0.3266833,0.0005379058,0.0007648297,0.0136509,0.00708431,0.1855907],"study_design_scores_gemma":[0.00002236629,0.0004380354,0.258552,0.01236427,0.0001038081,0.0008497857,0.7117857,0.000417595,0.0001182737,0.002895421,0.01237071,0.00008185074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101524,0.05156057,0.002349365,0.02385249,0.0005899958,0.0008730894,0.0004708506,0.00002833618,0.01012297],"genre_scores_gemma":[0.9516137,0.04241022,0.002700953,0.00109225,0.0001751103,0.0007617734,0.0002138164,0.000007445174,0.001024737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966679,"threshold_uncertainty_score":0.07031643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323695367234635,"score_gpt":0.4741191850215867,"score_spread":0.3417496482981232,"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."}}