{"id":"W2082321672","doi":"10.1177/154193120905301835","title":"Visual Alerting in Complex Command and Control Environments","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Flashing; Workstation; Computer science; Focus (optics); Computer graphics (images); Operating system","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":[0.0005965169,0.0002909279,0.000231461,0.0004945535,0.0003042035,0.0006667653,0.0002345346,0.00032336,0.001016674],"category_scores_gemma":[0.009490347,0.0001781756,0.00009318023,0.0002621623,0.0004258895,0.0005423282,0.0004402937,0.0003223013,0.0001107209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728041,"about_ca_system_score_gemma":0.0002751508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631874,"about_ca_topic_score_gemma":0.002188483,"domain_scores_codex":[0.9993962,0.0001898739,0.00002835032,0.00009025759,0.0002215836,0.00007365135],"domain_scores_gemma":[0.9937955,0.004202444,0.0009177173,0.000233912,0.0005005581,0.0003499147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007633667,0.0031002,0.38611,0.001046382,0.0001693743,0.003395244,0.03975343,0.01188347,0.3241542,0.001771025,0.001656609,0.2193264],"study_design_scores_gemma":[0.0002302724,0.008424903,0.9343506,0.00006939525,0.00009037244,0.002415067,0.005797935,0.02121739,0.02236674,0.001939724,0.002990146,0.000107366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984648,0.00002938609,0.001149666,0.00001212987,0.00000207265,0.0000174657,0.0000124191,0.00001106104,0.0003011079],"genre_scores_gemma":[0.9986596,0.00003719141,0.001074603,0.00002050959,0.000004345162,0.0000168168,0.00002433094,0.000004088588,0.0001585905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002631874,"threshold_uncertainty_score":0.005233169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042503515812632,"score_gpt":0.2979634989983457,"score_spread":0.2775384638402194,"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."}}