{"id":"W1983225447","doi":"10.1177/154193120905300432","title":"Work Domain Analysis for Establishing Collaborative Work Requirements","year":2009,"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":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Domain (mathematical analysis); Work (physics); Task (project management); Context (archaeology); Computer science; Knowledge management; Process management; Engineering; Systems 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":[0.007252636,0.001181111,0.0007072786,0.01319253,0.001855103,0.003726155,0.001244527,0.0009365852,0.004486936],"category_scores_gemma":[0.02982128,0.00062663,0.001751166,0.004956529,0.001457731,0.004178494,0.002342341,0.001511992,0.001976014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702527,"about_ca_system_score_gemma":0.003798203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006694195,"about_ca_topic_score_gemma":0.005991647,"domain_scores_codex":[0.9886262,0.004033378,0.001469387,0.001403328,0.003811173,0.0006565723],"domain_scores_gemma":[0.9709561,0.0166388,0.0019771,0.002610356,0.007366787,0.0004508258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005351911,0.0007196095,0.03471758,0.002423011,0.0001951301,0.001156352,0.01847374,0.03729115,0.05922794,0.1563964,0.009579653,0.6792843],"study_design_scores_gemma":[0.0001600944,0.000603795,0.03866938,0.001409168,0.0002686329,0.002111636,0.0293162,0.6215057,0.07691146,0.09109704,0.1375172,0.0004297362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07064378,0.0001867335,0.9021427,0.0003798731,0.00004027719,0.002366571,0.002033212,0.001494423,0.02071241],"genre_scores_gemma":[0.2688614,0.0001106621,0.7237329,0.00006819776,0.00001388087,0.002105531,0.00320733,0.0001843838,0.001715804],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01319253,"threshold_uncertainty_score":0.03835607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753060863111575,"score_gpt":0.3152281566097626,"score_spread":0.2876975479786468,"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."}}