{"id":"W3195450812","doi":"10.1145/3474351","title":"Finding the art in systems conversions, naming","year":2021,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Dozen; Computer science; World Wide Web; Publication; Advertising; Business; Mathematics","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":[0.01104092,0.0007667526,0.0005631314,0.003258846,0.007771964,0.01961484,0.002200524,0.003224798,0.03465272],"category_scores_gemma":[0.03001975,0.0008237365,0.0008470826,0.004820053,0.01919189,0.03526377,0.008005383,0.007128242,0.01264323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0044407,"about_ca_system_score_gemma":0.004364375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006037341,"about_ca_topic_score_gemma":0.008825592,"domain_scores_codex":[0.988117,0.005288277,0.0006588378,0.001491783,0.003640183,0.000803979],"domain_scores_gemma":[0.9879546,0.004606506,0.000485979,0.004669366,0.001554083,0.000729472],"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":[0.00002716079,0.00002491953,0.0004680816,0.0001868701,0.00001022253,0.000133346,0.01170646,0.0002289735,0.0007453945,0.7092729,0.1313972,0.1457984],"study_design_scores_gemma":[0.0000040562,0.00001189785,0.0002009986,0.0001738878,0.000005375919,0.0001833577,0.00373026,0.0002129942,0.0005730769,0.08960979,0.9052758,0.00001835221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007795332,0.01419048,0.130232,0.07808776,0.00976212,0.000121218,0.0002649211,0.002891312,0.7566549],"genre_scores_gemma":[0.3052354,0.01795374,0.1146334,0.02131005,0.003445482,0.0003730316,0.0006439921,0.007216614,0.5291885],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03465272,"threshold_uncertainty_score":0.1159248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612197347937288,"score_gpt":0.3054608712442181,"score_spread":0.2493388977648452,"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."}}