{"id":"W4379014622","doi":"10.1145/3603110","title":"Dependency Update Strategies and Package Characteristics","year":2023,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Engineering Research","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"","keywords":"Computer science; Dependency (UML); Software versioning; Software engineering; Dilemma; Software; Programming language","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":[0.006107184,0.0005479517,0.0003407506,0.002146082,0.0006246971,0.001935728,0.0009451137,0.0005555774,0.002287713],"category_scores_gemma":[0.07588558,0.0005679655,0.0004859971,0.002056025,0.0007894284,0.003934589,0.001248486,0.0009952011,0.0007250503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071267,"about_ca_system_score_gemma":0.0007990565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061484,"about_ca_topic_score_gemma":0.008134998,"domain_scores_codex":[0.9955274,0.001502449,0.0003535707,0.0008135007,0.001481056,0.0003219893],"domain_scores_gemma":[0.8791574,0.08122721,0.01856722,0.008705438,0.01015778,0.00218493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490922,0.0001668612,0.9172373,0.0001077258,0.00009707988,0.000217868,0.001806493,0.01075156,0.001948972,0.001603896,0.001970578,0.06394254],"study_design_scores_gemma":[0.00002286338,0.0003578591,0.9054407,0.00007349465,0.000164068,0.0008961281,0.00211362,0.0743191,0.004071584,0.003510094,0.008936467,0.00009405983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806728,0.0002199851,0.01415814,0.0001994742,0.00001456568,0.00008283663,0.0005296821,0.000340938,0.00378138],"genre_scores_gemma":[0.991877,0.00008012418,0.006154632,0.00002734224,0.000007102756,0.00004298607,0.0006852751,0.0001331982,0.0009924062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006107184,"threshold_uncertainty_score":0.03229827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638883686026998,"score_gpt":0.32458871075137,"score_spread":0.2481998738911,"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."}}