{"id":"W2078099210","doi":"10.1145/1176617.1176658","title":"VET3D","year":2006,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Visualization; Software visualization; Software; Software engineering; Software evolution; World Wide Web; Software construction; Programming language; Software development","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":[0.000948282,0.001273757,0.001056981,0.001850509,0.0008696479,0.003633857,0.002801806,0.002066918,0.145245],"category_scores_gemma":[0.004468915,0.001078439,0.001659512,0.00142238,0.0005780862,0.002890626,0.002792086,0.002024875,0.03982076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006787317,"about_ca_system_score_gemma":0.0008228692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005217623,"about_ca_topic_score_gemma":0.0069091,"domain_scores_codex":[0.9990903,0.000106798,0.00005914853,0.00014204,0.000498379,0.0001031821],"domain_scores_gemma":[0.9986696,0.0004204684,0.0000584186,0.0003262541,0.0004011305,0.0001241745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008646222,0.0001183284,0.002550719,0.001038276,0.0001353546,0.0004302647,0.0005123909,0.008547158,0.01311045,0.02198237,0.7470886,0.2036216],"study_design_scores_gemma":[0.0002592156,0.00008437807,0.001571401,0.0001609175,0.0000528369,0.0006959299,0.0001619832,0.06490939,0.01561257,0.01862032,0.8977581,0.0001129125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007854743,0.001265427,0.4886335,0.00169875,0.001054835,0.0004055036,0.06331791,0.3385155,0.09725377],"genre_scores_gemma":[0.1694318,0.002198538,0.400664,0.002176805,0.0003096984,0.001145039,0.2104667,0.09906224,0.1145452],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.145245,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478758564787105,"score_gpt":0.2749189915379536,"score_spread":0.2601314058900826,"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."}}