{"id":"W2011220017","doi":"10.1177/1071181311551056","title":"Control Task Analysis in Action","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Teamwork; Task (project management); Action (physics); Control (management); Cognition; Computer science; Work (physics); Task analysis; Section (typography); Process management; Psychology; Engineering; Political science; Artificial intelligence; Systems engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004078398,0.0001380514,0.0002655928,0.00009585747,0.0002350215,0.00002837088,0.0001769918,0.000120733,0.0002338795],"category_scores_gemma":[0.00003243006,0.0001077201,0.0002953845,0.0002367295,0.0001012592,0.0002333065,0.00005402805,0.0002294752,0.000003549752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006343878,"about_ca_system_score_gemma":0.000006401362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504318,"about_ca_topic_score_gemma":0.00007172579,"domain_scores_codex":[0.9990653,0.00001649714,0.000407395,0.0002355419,0.00008190479,0.0001933749],"domain_scores_gemma":[0.9993193,0.00005072461,0.0003945818,0.00007865188,0.0001102392,0.00004654683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011518,0.0001364507,0.8802115,0.00003584045,0.0006800902,5.995673e-8,0.1021301,0.00001826583,0.003190782,0.01211983,0.001179012,0.0001968491],"study_design_scores_gemma":[0.0005308784,0.00003588987,0.9620951,0.00002203893,0.0001694813,8.393125e-7,0.03501952,0.0003621421,0.0007683091,0.0003058556,0.0005450352,0.0001449119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913228,0.00001576242,0.00001918182,0.00003885418,0.0002128118,0.0001237031,0.00001935976,0.00003506419,0.008212507],"genre_scores_gemma":[0.9992936,0.000007713097,0.00009133633,0.00009863172,0.0000501395,0.00001047846,0.000002231897,0.00001171316,0.0004342055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08188356,"threshold_uncertainty_score":0.4392697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606554351616832,"score_gpt":0.2992647834948983,"score_spread":0.26319923997873,"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."}}