{"id":"W2078466836","doi":"10.1080/00140139.2010.489960","title":"Sensitivity and diagnosticity of NASA-TLX and simplified SWAT to assess the mental workload associated with operating an agricultural sprayer","year":2010,"lang":"en","type":"article","venue":"Ergonomics","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Aeronautics and Space Administration","keywords":"Workload; Sensitivity (control systems); Principal component analysis; Task (project management); Statistics; Simulation; Computer science; Engineering; Mathematics","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":[0.0003525787,0.0001105321,0.0001535369,0.0000255883,0.0001900423,0.0000780378,0.00005417535,0.00007644483,0.0001346684],"category_scores_gemma":[0.0001577141,0.00007162458,0.00001868026,0.00005773517,0.00007232677,0.000145389,0.00004421277,0.0002338023,0.00001073855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002376139,"about_ca_system_score_gemma":0.00001248578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427272,"about_ca_topic_score_gemma":0.003317901,"domain_scores_codex":[0.9992605,0.0001569858,0.000185382,0.0001983126,0.00006198006,0.0001368332],"domain_scores_gemma":[0.9991071,0.0004814333,0.0001097931,0.0001448716,0.00007070681,0.00008606012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009438757,0.001169295,0.6502082,0.00002175399,0.000794846,0.0000243833,0.06235021,0.0007518406,0.2420363,0.01424572,0.00676358,0.02069009],"study_design_scores_gemma":[0.0004399094,0.00008362033,0.9941708,0.00001481589,0.00001579137,0.00002564064,0.002389413,0.000533957,0.001870607,0.000005513576,0.000331498,0.0001184439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997129,0.000004044795,0.00009394456,0.000437911,0.0004084499,0.000223646,0.00003206823,0.00003293385,0.001638005],"genre_scores_gemma":[0.9990839,0.000002088347,0.0002349636,0.000377543,0.00008094015,0.0000125694,0.00001727863,0.000008928717,0.000181735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3439626,"threshold_uncertainty_score":0.2920766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777016935919928,"score_gpt":0.3203652909233466,"score_spread":0.2925951215641474,"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."}}