{"id":"W2025152749","doi":"10.1145/2486046.2486059","title":"A process practice to validate the quality of reused component documentation: a case study involving open-source components","year":2013,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Documentation; Reuse; Computer science; Software engineering; Process (computing); Component (thermodynamics); Quality (philosophy); Software quality; Software; Software documentation; Software development process; Software development; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06592517,0.0008524655,0.0005722879,0.003331336,0.004725567,0.0043078,0.00305078,0.003177053,0.0009280063],"category_scores_gemma":[0.1153244,0.000710262,0.0007208532,0.00234191,0.004633123,0.005830702,0.005751419,0.002366522,0.0004081902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494022,"about_ca_system_score_gemma":0.009298431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353448,"about_ca_topic_score_gemma":0.005335064,"domain_scores_codex":[0.9249723,0.0529868,0.003958595,0.003918312,0.0125278,0.001636195],"domain_scores_gemma":[0.8276877,0.09638663,0.01277464,0.02770695,0.03209886,0.003345149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005429219,0.008551275,0.07791448,0.002141504,0.0001580012,0.006191287,0.3304322,0.008860971,0.0272585,0.01866354,0.002895554,0.5163898],"study_design_scores_gemma":[0.001511373,0.0236761,0.133054,0.007911982,0.0008686744,0.01625238,0.4405851,0.0665649,0.1147252,0.03545557,0.1583397,0.001055019],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187962,0.0004619058,0.1662338,0.002745938,0.00005999187,0.002897241,0.00005675357,0.0003337607,0.008414446],"genre_scores_gemma":[0.8187979,0.0003593274,0.1776761,0.0002996538,0.00001674374,0.0009242925,0.00006378957,0.00007821417,0.001783762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06592517,"threshold_uncertainty_score":0.3486497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09492014226052924,"score_gpt":0.4135468463924063,"score_spread":0.318626704131877,"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."}}