{"id":"W2091379928","doi":"10.1145/774833.774839","title":"EVolve","year":2003,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Visualization; Java; Extensibility; Protocol (science); Context (archaeology); Data visualization; Variety (cybernetics); Human–computer interaction; Programming language; Software engineering; Data mining; Artificial intelligence","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":[0.0008361457,0.0008095156,0.0005000734,0.001031888,0.0006931518,0.002167463,0.001224779,0.0009369695,0.0256434],"category_scores_gemma":[0.003288508,0.0005270866,0.001011811,0.0008691471,0.0003981732,0.0031605,0.002199334,0.001496956,0.007613626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201819,"about_ca_system_score_gemma":0.000805624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118712,"about_ca_topic_score_gemma":0.002924198,"domain_scores_codex":[0.9994937,0.00009945226,0.00003928186,0.0001125685,0.0002050151,0.00004988718],"domain_scores_gemma":[0.9991799,0.0002706833,0.00005259139,0.0002545419,0.0001653233,0.00007691958],"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":[0.0006958796,0.0001786463,0.005126858,0.001234403,0.0002003892,0.0005783675,0.00170539,0.02247141,0.02282703,0.1753751,0.3044324,0.4651742],"study_design_scores_gemma":[0.0001090535,0.00008359251,0.002380774,0.0001989533,0.00007004734,0.0007525005,0.0002344497,0.07630874,0.02293017,0.05868006,0.83815,0.0001016162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01739942,0.00110703,0.7146013,0.001064756,0.0003958919,0.000291457,0.01218622,0.1684234,0.08453059],"genre_scores_gemma":[0.1489805,0.002312277,0.6873776,0.0009290018,0.0001583539,0.0008649683,0.03514088,0.0508818,0.07335466],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0256434,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661888058205023,"score_gpt":0.2543735368530366,"score_spread":0.2377546562709864,"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."}}