{"id":"W3098139023","doi":"10.1145/3368089.3417922","title":"LibComp: an IntelliJ plugin for comparing Java libraries","year":2020,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Plug-in; Computer science; Java; Dependency (UML); World Wide Web; Process (computing); Software engineering; Domain (mathematical analysis); Metric (unit); Software; Programming language; Engineering","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":[0.0001190698,0.0001019155,0.0001453727,0.00005994881,0.00006244601,0.0004203331,0.001247935,0.00003335828,0.00003218495],"category_scores_gemma":[0.0003442802,0.00009495584,0.00004115084,0.0003244217,0.00002824843,0.0008813666,0.0004139368,0.0001270418,0.00008420995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001369361,"about_ca_system_score_gemma":0.00005177371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009722626,"about_ca_topic_score_gemma":0.000001693819,"domain_scores_codex":[0.9990367,0.00001781311,0.0001378445,0.0003324222,0.0001884744,0.000286699],"domain_scores_gemma":[0.9988225,0.0005376376,0.00001556265,0.0003471891,0.0000441958,0.0002329178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007493196,0.0001772852,0.05971016,0.0003266687,0.0000909475,0.00003387804,0.01192683,0.01315814,0.002098384,0.7610926,0.07102332,0.08028686],"study_design_scores_gemma":[0.0002511403,0.0001909161,0.003789045,0.000008795967,0.000001362862,0.000002698281,0.00004733217,0.9541935,0.009940565,0.001443458,0.02993412,0.0001970498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0218924,0.00007844886,0.9739885,0.001881758,0.0001446181,0.0001722981,7.857597e-7,0.001185535,0.0006556671],"genre_scores_gemma":[0.7200169,0.000001362849,0.2790639,0.000609244,0.0001268389,0.00001734199,0.000003047218,0.00001441293,0.0001469763],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9410354,"threshold_uncertainty_score":0.4053282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09248894072043512,"score_gpt":0.2896499004870143,"score_spread":0.1971609597665792,"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."}}