{"id":"W2520134007","doi":"10.1177/1541931213601065","title":"Pip and Pop","year":2016,"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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"ALARM; Modality (human–computer interaction); Computer science; Human multitasking; Change detection; Workload; Task (project management); Distraction; Covert; Computer security; Human–computer interaction; Artificial intelligence; Psychology; Cognitive psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849963,0.0001379717,0.0001745507,0.00002472207,0.000373432,0.00004281248,0.0001487305,0.0001013824,0.0001380931],"category_scores_gemma":[0.00005506937,0.00008138748,0.0001241873,0.00004541175,0.0001996174,0.000226864,0.000133311,0.0001218464,0.000004931736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003617923,"about_ca_system_score_gemma":0.000005870929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005406558,"about_ca_topic_score_gemma":0.000003593376,"domain_scores_codex":[0.9992043,0.000008546481,0.0002891065,0.0002319963,0.0000765279,0.000189574],"domain_scores_gemma":[0.9993909,0.00009636929,0.0002735738,0.00006872184,0.0001060965,0.00006432086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211903,0.0001402238,0.6463809,0.0001647926,0.0003679596,1.023204e-7,0.1204085,6.674962e-7,0.05547838,0.1315074,0.04041539,0.005014519],"study_design_scores_gemma":[0.001341603,0.0001292359,0.9117494,0.00027061,0.00006421282,0.00001228144,0.05191153,0.00003211669,0.006246871,0.002588401,0.02520202,0.0004517009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989928,0.00004755043,0.000005127397,0.0004226559,0.0002601605,0.00009668879,0.00002339169,0.00004598656,0.009170424],"genre_scores_gemma":[0.9969801,0.00003310533,0.0000991788,0.0001431767,0.0001069371,0.000005677651,5.746477e-7,0.00001581416,0.002615473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653686,"threshold_uncertainty_score":0.3318885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075326059119147,"score_gpt":0.2863976282344915,"score_spread":0.2656443676433,"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."}}