{"id":"W2033025900","doi":"10.1109/icsm.2010.5609553","title":"Unit tests as API usage examples","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Documentation; Unit testing; Computer science; Task (project management); Learnability; Software engineering; Presentation (obstetrics); Unit (ring theory); Programming language; Human–computer interaction; Software; Engineering; Systems engineering","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":[0.007034515,0.00139445,0.0008430588,0.00265515,0.0005765752,0.0028431,0.002534885,0.001929587,0.007078251],"category_scores_gemma":[0.1233851,0.0007177678,0.0005704677,0.002105954,0.001574843,0.006679575,0.002539583,0.001808483,0.002486596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935865,"about_ca_system_score_gemma":0.0006616338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004907194,"about_ca_topic_score_gemma":0.0006005233,"domain_scores_codex":[0.9747371,0.01510732,0.001593149,0.001309627,0.006565109,0.0006876917],"domain_scores_gemma":[0.8057407,0.1525289,0.01207317,0.0149144,0.01314216,0.001600771],"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":[0.00202168,0.001749237,0.04042777,0.005443912,0.0001753516,0.005384852,0.01449946,0.01874495,0.0346686,0.05981577,0.02837952,0.7886889],"study_design_scores_gemma":[0.0007120072,0.005303103,0.07973383,0.006887652,0.0006541256,0.02475004,0.01111321,0.2342929,0.1315708,0.1615555,0.3424245,0.001002268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4281743,0.003328812,0.5159262,0.001873618,0.0004032673,0.001060859,0.001318536,0.009432073,0.03848238],"genre_scores_gemma":[0.7693232,0.00104095,0.2178734,0.0005246132,0.0001541952,0.0007336068,0.001611194,0.00193612,0.006802837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007078251,"threshold_uncertainty_score":0.03720248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181308962275948,"score_gpt":0.2961575580967921,"score_spread":0.2643444684740326,"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."}}