{"id":"W4379137887","doi":"10.3233/mgs-230023","title":"A testing framework for JADE agent-based software","year":2023,"lang":"en","type":"article","venue":"Multiagent and Grid Systems","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"JADE (particle detector); Computer science; Usability; Multi-agent system; Integration testing; Test strategy; Unit testing; Process (computing); Software; Agent-oriented software engineering; Toolbox; Software engineering; Software development; Artificial intelligence; Human–computer interaction; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006369539,0.000177726,0.0002167289,0.0001632869,0.0002994868,0.0002993365,0.0004182175,0.0001060792,6.014951e-7],"category_scores_gemma":[0.002096178,0.0001585714,0.00006554387,0.0005602028,0.00002896153,0.0001084624,0.0001397244,0.0001100803,0.00003011322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843463,"about_ca_system_score_gemma":0.00004133547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256619,"about_ca_topic_score_gemma":9.723429e-7,"domain_scores_codex":[0.9986154,0.00005796142,0.0002646604,0.0004510613,0.0002229628,0.0003878966],"domain_scores_gemma":[0.9969778,0.002210399,0.0001179879,0.0004641418,0.0001120363,0.0001176141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004417461,0.0002741224,0.3128336,0.002935265,0.0001506301,0.0002880695,0.003809661,0.007529341,0.001194223,0.01313706,0.3633442,0.2944597],"study_design_scores_gemma":[0.0004701887,0.0001752692,0.0101803,0.0007458586,0.00001445385,0.00002013514,0.00002733757,0.9713801,0.0003694191,0.007530726,0.008633184,0.0004530012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01017105,0.0003337777,0.9718931,0.0002581895,0.001363596,0.0005582343,0.00001758736,0.01538857,0.00001592478],"genre_scores_gemma":[0.3122276,0.000003433233,0.6865195,0.0002084531,0.0004621222,0.0003893562,0.00001837264,0.00003053156,0.000140618],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9638508,"threshold_uncertainty_score":0.6466352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09283915703248641,"score_gpt":0.3104118334659627,"score_spread":0.2175726764334763,"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."}}