{"id":"W2104890846","doi":"10.1145/1370175.1370211","title":"CCVisu","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Software; VRML; File format; Software system; Graph; Component-based software engineering; Theoretical computer science; Graph rewriting; Programming language; Operating system; The Internet","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":[0.00004970278,0.00002656966,0.0000274517,0.00003948929,0.00003300974,0.00001476567,0.0003920112,0.00001108694,0.00004010284],"category_scores_gemma":[0.0001022268,0.00002251671,0.00001240959,0.0001886282,0.00001130708,0.0001233208,0.0001049326,0.00004232485,0.0005049888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009675778,"about_ca_system_score_gemma":0.00002233731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007929973,"about_ca_topic_score_gemma":1.78656e-7,"domain_scores_codex":[0.9996048,0.000004461428,0.00003300192,0.00009629736,0.0001438423,0.0001176562],"domain_scores_gemma":[0.9995579,0.0001208135,0.000002582641,0.0002548624,0.00001955223,0.00004434181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003007325,0.0002119054,0.2795552,0.00002494222,0.00003658054,0.000948411,0.002143487,0.0008850017,0.003359309,0.3535125,0.2653212,0.09399851],"study_design_scores_gemma":[0.0005582989,0.0001336055,0.7972784,0.000007492215,5.922853e-7,0.0005704734,0.000005145552,0.0770584,0.02389027,0.001712509,0.09831153,0.0004733051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07696187,0.00002550476,0.9162109,0.0002775344,0.0001041411,0.00002338617,3.14331e-8,0.0005491534,0.005847489],"genre_scores_gemma":[0.9234685,0.000004379728,0.07297704,0.00007504737,0.00002185675,0.000002662828,6.498687e-8,0.000002410026,0.003448016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8465067,"threshold_uncertainty_score":0.6490778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944563127428645,"score_gpt":0.2611962360294994,"score_spread":0.231750604755213,"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."}}