{"id":"W1622033010","doi":"10.1109/agile.2015.16","title":"Understanding Digital Cardwall Usage","year":2015,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Agile software development; Computer science; User story; Key (lock); Process (computing); Work (physics); Fidelity; Field (mathematics); Software; World Wide Web; Software development; Software engineering; Engineering; Computer security","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":[0.006080411,0.0003553749,0.0002399407,0.003015804,0.00245649,0.006599665,0.001079554,0.001309922,0.00239175],"category_scores_gemma":[0.02411773,0.0004344443,0.000178716,0.00304443,0.004105207,0.01326057,0.00388401,0.001437685,0.0003576928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432574,"about_ca_system_score_gemma":0.001100338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003052061,"about_ca_topic_score_gemma":0.002883537,"domain_scores_codex":[0.993412,0.004169928,0.0004294304,0.0004569406,0.001039358,0.0004923115],"domain_scores_gemma":[0.9819224,0.01313695,0.002105269,0.0009161092,0.00139697,0.0005224355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007512798,0.00009257509,0.04142364,0.0002887314,0.00001120392,0.000829871,0.8601269,0.0002424259,0.003324995,0.01821948,0.001094974,0.07427002],"study_design_scores_gemma":[0.000009958002,0.0001325229,0.03755645,0.0007417491,0.00002285862,0.001780823,0.8627215,0.001806222,0.002191371,0.008111319,0.084873,0.00005214984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734066,0.0004919902,0.01026324,0.0009325392,0.00001544833,0.00005342217,0.00006560769,0.0000323351,0.01473884],"genre_scores_gemma":[0.9922461,0.0005780485,0.005306831,0.0001739611,0.000006876112,0.00005925264,0.00006195309,0.00002845018,0.001538505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006599665,"threshold_uncertainty_score":0.03215665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2189605374218354,"score_gpt":0.2842237066701225,"score_spread":0.06526316924828718,"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."}}