{"id":"W42434049","doi":"10.1142/9789812562425_0006","title":"Properties of Software Systems Synthesized from Components","year":2004,"lang":"en","type":"book-chapter","venue":"Series on component-based software development","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007267122,0.001275642,0.002080585,0.0008720258,0.0005385946,0.0003847722,0.003055331,0.0007107069,0.0002081545],"category_scores_gemma":[0.0003971877,0.001151071,0.0006324731,0.0002660857,0.0005497834,0.0003917095,0.0008790874,0.0009341413,0.0004883775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214355,"about_ca_system_score_gemma":0.00237741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003982605,"about_ca_topic_score_gemma":0.00003547778,"domain_scores_codex":[0.9920125,0.0002392451,0.001947208,0.001842701,0.003052096,0.0009062578],"domain_scores_gemma":[0.9943401,0.0008946594,0.0009852381,0.002431219,0.0008982987,0.0004504661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01421867,0.01462705,0.007978832,0.04140246,0.02891558,0.004706436,0.01589338,0.1101734,0.01657143,0.2628815,0.006797059,0.4758341],"study_design_scores_gemma":[0.01965963,0.003672567,0.00716634,0.1097761,0.001281628,0.0001115944,0.0004242332,0.005956172,0.2295985,0.04116467,0.5581422,0.02304641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04845212,0.01539708,0.9042088,0.00218852,0.006462006,0.008997356,0.001685824,0.007913558,0.004694681],"genre_scores_gemma":[0.4321765,0.0007901689,0.5023581,0.001095806,0.0005614012,0.00113392,0.003576517,0.0009166959,0.05739082],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5513451,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779400953434549,"score_gpt":0.2216605090870445,"score_spread":0.183866499552699,"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."}}