{"id":"W1884204318","doi":"10.1109/ms.2014.80","title":"How API Documentation Fails","year":2015,"lang":"en","type":"article","venue":"IEEE Software","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Documentation; Computer science; Software engineering; Software bug; Software documentation; Programming language; Software; World Wide Web; Software development; Operating system; Software development process","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":[0.02804084,0.0007040513,0.0007697443,0.006312309,0.005558358,0.009528464,0.002723691,0.004624933,0.005276802],"category_scores_gemma":[0.2248252,0.001404152,0.0008895437,0.006144507,0.005856731,0.01399883,0.006612814,0.004114188,0.003960492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395068,"about_ca_system_score_gemma":0.008170363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239289,"about_ca_topic_score_gemma":0.009997517,"domain_scores_codex":[0.9474705,0.01783414,0.005315262,0.00326048,0.02282445,0.003295082],"domain_scores_gemma":[0.7614959,0.1226731,0.03054658,0.03273541,0.04714005,0.005408988],"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":[0.0002234298,0.0003305513,0.1406741,0.001270345,0.0001654621,0.008746199,0.1205075,0.002344497,0.004029121,0.05079702,0.09618241,0.5747293],"study_design_scores_gemma":[0.00008645649,0.0005770792,0.1060685,0.005754847,0.0004102354,0.02808655,0.1174366,0.01193584,0.01245574,0.09116975,0.625487,0.0005314225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7394364,0.005696298,0.05138014,0.07198111,0.0009337607,0.0002325831,0.0006252077,0.005941186,0.1237733],"genre_scores_gemma":[0.9552569,0.003378988,0.01650554,0.00629549,0.0002540447,0.0001400867,0.000689428,0.001837036,0.01564243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02804084,"threshold_uncertainty_score":0.1482959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07248001776407481,"score_gpt":0.3025217260625798,"score_spread":0.230041708298505,"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."}}