{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002719307,0.00001765334,0.00001804594,0.00001796234,0.00001736272,0.0000666998,0.0001856862,0.000006027826,0.00005722187],"category_scores_gemma":[0.000002394522,0.00001430897,0.000008086752,0.0001202611,0.000004180367,0.0001361941,0.00004192556,0.000007903412,0.0002549432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002415777,"about_ca_system_score_gemma":0.000006100187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001931035,"about_ca_topic_score_gemma":0.000005375103,"domain_scores_codex":[0.9997958,0.000003538276,0.00004079294,0.00005947384,0.00005477126,0.00004565146],"domain_scores_gemma":[0.9998331,0.000004419863,0.0000072616,0.0001316057,0.00001209999,0.00001149922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.698779e-8,0.000008306424,0.0001966286,2.838896e-7,2.558543e-7,7.395394e-7,0.000002605755,0.00001248468,0.00004323985,0.9521884,0.04598622,0.001560849],"study_design_scores_gemma":[0.0001287548,0.00001086777,0.002558997,0.000001487748,9.242273e-7,0.000003312707,0.000004444765,0.357707,0.002551184,0.02403753,0.6128919,0.0001035967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001735673,0.000004478352,0.8729358,0.0003872966,0.00003901478,0.000006304607,2.398037e-7,0.00009525733,0.1263581],"genre_scores_gemma":[0.8798484,0.000003013434,0.06951609,0.002706889,0.00009974083,8.628595e-7,0.0000147497,0.00000345873,0.04780684],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9281508,"threshold_uncertainty_score":0.3276864,"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."}}