{"id":"W2055712633","doi":"10.1145/1596486.1596491","title":"ESC4","year":2009,"lang":"en","type":"article","venue":"","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Programming language; Runtime verification; Gas meter prover; Java; Model checking; Component (thermodynamics); Code generation; Assertion; Static analysis; Code (set theory); Eclipse; Formal verification; Operating system; Set (abstract data type); Mathematical proof; Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849511,0.0009097158,0.0006299825,0.001408643,0.0004661157,0.001411442,0.002400329,0.0007337997,0.03787421],"category_scores_gemma":[0.003940294,0.0008102637,0.001223745,0.0006133289,0.0003872494,0.001970196,0.00197757,0.001065016,0.01983162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009463978,"about_ca_system_score_gemma":0.001672851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713763,"about_ca_topic_score_gemma":0.005553529,"domain_scores_codex":[0.9984061,0.0002377644,0.0001152444,0.000249619,0.0008037446,0.0001875667],"domain_scores_gemma":[0.9982409,0.0003300973,0.0001329366,0.0006420964,0.0005536769,0.0001002855],"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":[0.001487488,0.0003860155,0.007454014,0.001829194,0.0002735998,0.0007777208,0.0003498659,0.02018535,0.05907883,0.1093799,0.2948485,0.5039495],"study_design_scores_gemma":[0.0002808025,0.0001610644,0.001824059,0.0001590735,0.0000702678,0.0005705385,0.0000471067,0.07837317,0.03478049,0.0192184,0.8644276,0.00008742668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01303696,0.0005772337,0.5925707,0.0004389916,0.0002772321,0.0005043793,0.01594076,0.2815407,0.09511316],"genre_scores_gemma":[0.1808384,0.000989538,0.5206964,0.001119587,0.0001640377,0.0009242418,0.08807221,0.06658127,0.1406144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9621258,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151900949278271,"score_gpt":0.2456110301291992,"score_spread":0.2240920206364165,"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."}}