{"id":"W4401521963","doi":"10.1186/s40359-024-01929-w","title":"A multidimensional tool to measure farm stressors: development and initial validation of the farmer stress assessment tool (FSAT)","year":2024,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cronbach's alpha; Stressor; Psychology; Confirmatory factor analysis; Exploratory factor analysis; Anxiety; Burnout; Sample (material); Context (archaeology); Applied psychology; Clinical psychology; Psychometrics; Structural equation modeling; Statistics; Geography; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007314042,0.0005467362,0.0003987477,0.00239103,0.0008258881,0.0007949902,0.001082134,0.0004850969,0.001983701],"category_scores_gemma":[0.009532754,0.0002924042,0.0007963649,0.00184982,0.0005023441,0.0006430905,0.001122462,0.0008692133,0.000408283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756397,"about_ca_system_score_gemma":0.008708985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1010247,"about_ca_topic_score_gemma":0.2775673,"domain_scores_codex":[0.9974352,0.000597801,0.0002974058,0.0001416454,0.0013122,0.0002158546],"domain_scores_gemma":[0.9924533,0.001558784,0.0009103115,0.0002547687,0.004249027,0.0005739888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004476103,0.001383868,0.5764956,0.0009540623,0.0001816471,0.000290516,0.005872322,0.001325377,0.005745342,0.0009829121,0.01124723,0.3950734],"study_design_scores_gemma":[0.00008337125,0.0005743108,0.9845867,0.0002781725,0.00005510088,0.0001749928,0.001670561,0.001833678,0.0005928325,0.0003084714,0.009790024,0.00005173726],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331614,0.00150803,0.02323312,0.001399125,0.0002505184,0.01687017,0.008261857,0.0003083033,0.01500735],"genre_scores_gemma":[0.810715,0.002109437,0.1588905,0.000457607,0.00008262326,0.01586119,0.006822322,0.00004911924,0.005012174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010247,"threshold_uncertainty_score":0.2008734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042070647808598,"score_gpt":0.3111450836587826,"score_spread":0.2690744358501846,"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."}}