{"id":"W4300949634","doi":"","title":"Integration testing of communicating systems with unknown components","year":2015,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Integration testing; Computer science; 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":[0.005262875,0.0001793283,0.0002537858,0.0001499056,0.0002199076,0.000273171,0.001650888,0.00007345289,0.000001013242],"category_scores_gemma":[0.003828804,0.0001596722,0.00004174134,0.0008258316,0.0001704027,0.0003441632,0.0005764218,0.0002337599,0.00000667673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007461816,"about_ca_system_score_gemma":0.0001625306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561117,"about_ca_topic_score_gemma":0.0001277007,"domain_scores_codex":[0.9960352,0.00249736,0.0004323722,0.0003609448,0.0004373116,0.0002368088],"domain_scores_gemma":[0.9917237,0.002664825,0.0005031041,0.001934721,0.003020567,0.0001530638],"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":[0.00003149339,0.001576581,0.06969969,0.0002407711,0.0001164215,0.00001774973,0.03500504,0.0008250193,0.0168473,0.5765153,0.004403991,0.2947206],"study_design_scores_gemma":[0.001032113,0.00000730148,0.005106908,0.004814791,0.00002563729,0.0001246021,0.000156861,0.9294018,0.04551174,0.0108677,0.002358902,0.0005916994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06150363,0.0003390093,0.9125252,0.001066017,0.00006844259,0.0002219121,0.00000264812,0.002638447,0.02163474],"genre_scores_gemma":[0.5708027,0.000004785406,0.4289213,0.00001896468,0.000004118058,0.00001695416,0.00001558786,0.00001164962,0.0002039985],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9285767,"threshold_uncertainty_score":0.6511245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369631623138119,"score_gpt":0.2407953683318757,"score_spread":0.1970990521004946,"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."}}