{"id":"W2054499778","doi":"10.1177/154193120004400151","title":"Cognitive Work Analysis: Research and Applications","year":2000,"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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociotechnical system; Work (physics); Cognition; Computer science; Socio-cognitive; Management science; Data science; Cognitive science; Engineering ethics; Psychology; Knowledge management; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136117,0.001380002,0.001447715,0.01165291,0.002766766,0.0162785,0.001875564,0.003309818,0.005659954],"category_scores_gemma":[0.03296212,0.0008469502,0.001077782,0.01441617,0.008860591,0.01006754,0.004144067,0.003281913,0.001617664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004432953,"about_ca_system_score_gemma":0.00481757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003628956,"about_ca_topic_score_gemma":0.002306269,"domain_scores_codex":[0.9921497,0.003943197,0.0004839076,0.0008166645,0.002286043,0.0003205344],"domain_scores_gemma":[0.9576933,0.03523818,0.0009397565,0.001722795,0.003510458,0.0008955848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001234956,0.0002392999,0.004744865,0.003377243,0.0001684665,0.0001301547,0.01027009,0.002243447,0.0007349848,0.2352931,0.02262272,0.7200521],"study_design_scores_gemma":[0.00008157004,0.000167945,0.01078174,0.005189103,0.0001168389,0.0005933659,0.01691207,0.008826936,0.00115517,0.6655504,0.2904775,0.0001473043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02540658,0.5393133,0.2353036,0.03491736,0.002982078,0.0007452291,0.0004105726,0.001280322,0.159641],"genre_scores_gemma":[0.4165918,0.3525285,0.2117499,0.003859646,0.003860698,0.001641007,0.0004889669,0.0004411611,0.008838385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0162785,"threshold_uncertainty_score":0.06008428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728991989798878,"score_gpt":0.3612639747788175,"score_spread":0.3139740548808287,"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."}}