{"id":"W4386014829","doi":"10.1007/978-3-662-67868-8_2","title":"Stress Contagion Protocols for Human and Autonomous Robot Teams","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Benchmarking; Computer science; Protocol (science); Process (computing); Robot; Stress (linguistics); Artificial intelligence; Human–computer interaction; Distributed computing; Programming language","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":[0.002478369,0.0007551493,0.001023402,0.0005226663,0.001312734,0.001751177,0.001551701,0.0013579,0.004636663],"category_scores_gemma":[0.01019897,0.0003628717,0.000453904,0.0005732846,0.001882167,0.00282421,0.003325127,0.001686739,0.0004377129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336669,"about_ca_system_score_gemma":0.001059792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460762,"about_ca_topic_score_gemma":0.001405969,"domain_scores_codex":[0.998791,0.0005072583,0.00008685792,0.0001687968,0.0002884562,0.0001576315],"domain_scores_gemma":[0.9931226,0.004629342,0.0004574098,0.0008186774,0.0005813756,0.0003904729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001166971,0.0002185789,0.0008895021,0.0002368923,0.00008584619,0.0002864753,0.001381997,0.228179,0.006995288,0.6338619,0.007594009,0.1191035],"study_design_scores_gemma":[0.00006434305,0.0001867818,0.0003265635,0.00003712317,0.00003403489,0.0000712638,0.0002048853,0.6604869,0.001094117,0.3348401,0.002621973,0.00003195651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1189847,0.001361607,0.8566042,0.001327698,0.0004012539,0.0003285011,0.0000967722,0.0003764781,0.02051885],"genre_scores_gemma":[0.9456055,0.0004500097,0.04290736,0.0001386548,0.0001305565,0.0003811536,0.00006964096,0.00004891981,0.01026837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004636663,"threshold_uncertainty_score":0.01551121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725214686200206,"score_gpt":0.3333516711510579,"score_spread":0.2760995242890558,"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."}}