{"id":"W2069202293","doi":"10.1145/1321631.1321727","title":"Decor","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","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":[0.001237305,0.001276565,0.0007232233,0.001024945,0.000813805,0.00276385,0.001544065,0.001423558,0.05850404],"category_scores_gemma":[0.004363846,0.0007936297,0.00123615,0.0007210555,0.0007612827,0.003239929,0.003432971,0.001204125,0.05112091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309,"about_ca_system_score_gemma":0.0007422397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006465273,"about_ca_topic_score_gemma":0.001156329,"domain_scores_codex":[0.9978928,0.0003640506,0.0002049653,0.0004667589,0.0008766686,0.000194693],"domain_scores_gemma":[0.9980198,0.000371542,0.0001125954,0.0009477466,0.0004763147,0.00007202217],"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":[0.0003749471,0.0001265874,0.002420468,0.001042429,0.00006755146,0.0005364982,0.0006342488,0.003736446,0.02165998,0.2058518,0.2480064,0.5155426],"study_design_scores_gemma":[0.00002241856,0.00004949543,0.000467659,0.00007155026,0.0000200923,0.0005014886,0.00004565847,0.004496867,0.009902013,0.02363893,0.9607541,0.00002984383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00718029,0.0008680498,0.6450225,0.0006566859,0.0009125872,0.0004050131,0.007022603,0.09513102,0.2428013],"genre_scores_gemma":[0.1217231,0.001624541,0.5027125,0.002518044,0.0004144809,0.001150396,0.03184815,0.0327661,0.3052427],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05850404,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746164485610585,"score_gpt":0.3077430662473029,"score_spread":0.280281421391197,"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."}}