{"id":"W4237304536","doi":"10.1145/998300.997179","title":"ESys.Net","year":2004,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"","keywords":"Computer science; Abstraction; Programming language; Software engineering; Task (project management); Systems 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005268269,0.001415327,0.0006387274,0.001505381,0.0007482533,0.003523231,0.00169032,0.001979557,0.6334727],"category_scores_gemma":[0.001529043,0.00059013,0.000531853,0.0009129586,0.0003478634,0.003376436,0.002831446,0.001278303,0.6265933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000575331,"about_ca_system_score_gemma":0.0006168404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008954591,"about_ca_topic_score_gemma":0.0009022626,"domain_scores_codex":[0.9995944,0.0000451764,0.00002714613,0.0001069699,0.0001784919,0.00004776168],"domain_scores_gemma":[0.9993334,0.0001250754,0.00004545143,0.0001549065,0.0001363964,0.000204663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002535816,0.0001339091,0.0004521339,0.0004639582,0.00002215488,0.0002058303,0.0000832181,0.00120516,0.00565814,0.01708056,0.4918535,0.4825879],"study_design_scores_gemma":[0.0000479775,0.00004120254,0.0002940595,0.00008250097,0.00001007333,0.0001936146,0.00002549575,0.002428369,0.001750747,0.006179644,0.9889286,0.00001785558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002827291,0.002047188,0.07654648,0.001948914,0.001521619,0.0002899749,0.01297337,0.1032283,0.7986168],"genre_scores_gemma":[0.01444048,0.002055543,0.02377159,0.001668101,0.0003306637,0.0002407965,0.02384751,0.01037044,0.9232749],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6334727,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247831601072566,"score_gpt":0.2672782227605869,"score_spread":0.2424950626533303,"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."}}