{"id":"W3138148839","doi":"10.1145/2576966.2576968","title":"The API Performance Contract","year":2014,"lang":"en","type":"article","venue":"Queue","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CMC Microsystems (Canada)","funders":"","keywords":"Design by contract; Correctness; Computer science; Documentation; Software engineering; Work (physics); Software; Programming language; Computer security; Software system","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":[0.0008133037,0.00007683245,0.00008860329,0.00001484972,0.000328658,0.0001191921,0.0007213372,0.00004227313,0.000005069528],"category_scores_gemma":[0.00007986582,0.00004252963,0.00004147814,0.0001253754,0.00005431019,0.0003923246,0.00008232889,0.0001075275,0.0003582809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002108934,"about_ca_system_score_gemma":0.00003538859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002704432,"about_ca_topic_score_gemma":0.000008445532,"domain_scores_codex":[0.9992012,0.00006104337,0.0001587271,0.000178412,0.0001736191,0.0002269454],"domain_scores_gemma":[0.9989245,0.000226687,0.00005346872,0.0006882352,0.00005864719,0.00004846901],"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":[0.00001214068,0.00004320492,0.06379961,0.00005639479,0.00001774762,0.00000128009,0.0006371693,0.0001624441,0.0001370956,0.08383226,0.004016164,0.8472845],"study_design_scores_gemma":[0.0005266209,0.0002305871,0.2208255,0.00004978781,0.000004489597,0.00003821179,0.00001586472,0.3196115,0.003379446,0.003000155,0.4519767,0.0003410789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7777416,0.0003790644,0.190253,0.003434876,0.002867944,0.0003352453,5.202705e-7,0.0005876266,0.02440011],"genre_scores_gemma":[0.9982939,0.00004200854,0.0007469014,0.0003133594,0.0001448047,0.00001736861,2.532253e-7,0.000003734192,0.0004376906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8469434,"threshold_uncertainty_score":0.4605096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004790572585700352,"score_gpt":0.2008938975052737,"score_spread":0.1961033249195734,"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."}}