{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003268245,0.0001467074,0.0001490674,0.00008564614,0.00008590969,0.0002722028,0.0006502545,0.00006602407,0.000001704821],"category_scores_gemma":[0.001394046,0.0001400651,0.00004654978,0.0002999848,0.0000333706,0.002040008,0.0001674402,0.0001265171,0.00005229552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009813923,"about_ca_system_score_gemma":0.00005734816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000524186,"about_ca_topic_score_gemma":0.000001050492,"domain_scores_codex":[0.9989007,0.00008231885,0.0001173227,0.000320208,0.0003047805,0.0002746528],"domain_scores_gemma":[0.99879,0.0003493303,0.00006467023,0.0005271664,0.0001311321,0.0001376513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003271112,0.0001154454,0.002871641,0.0001437897,0.0001121529,0.0002456358,0.01125088,0.2026417,0.005125569,0.01747625,0.03011366,0.7298706],"study_design_scores_gemma":[0.004409844,0.0008515008,0.004768417,0.0001811528,0.00005114754,0.0002798358,0.001687351,0.006946345,0.1347651,0.717101,0.1254324,0.003525843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005458434,0.0002270776,0.9905116,0.0004917788,0.001484659,0.0001106453,0.000001606958,0.001678877,0.00003534895],"genre_scores_gemma":[0.08104273,0.000006609526,0.9179724,0.0001483214,0.0001155187,0.00002623455,0.000002629893,0.00001534913,0.0006701865],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7263447,"threshold_uncertainty_score":0.5711689,"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."}}