{"id":"W4311938462","doi":"10.1145/3571852","title":"Open Source License Inconsistencies on GitHub","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"License; Open source; Computer science; Source code; Open source software; MIT License; Code (set theory); Software; Computer security; World Wide Web; Software engineering; Database; Operating system; Programming language; Set (abstract data type)","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":[0.001445152,0.0002201149,0.000328352,0.0004228007,0.0007087304,0.0001482952,0.001722264,0.00007895644,0.00008713117],"category_scores_gemma":[0.001218077,0.0002362452,0.00007507009,0.0008730053,0.00005182677,0.0002740152,0.0003223217,0.0006567475,0.00002374485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009331117,"about_ca_system_score_gemma":0.00007199328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007322609,"about_ca_topic_score_gemma":0.000005421191,"domain_scores_codex":[0.9981703,0.0004414221,0.0002931507,0.0005582783,0.0002020862,0.0003347299],"domain_scores_gemma":[0.9955968,0.003098851,0.00008053519,0.00106325,0.00005193067,0.0001085956],"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":[0.0001109837,0.0003937292,0.0003068891,0.00004312445,0.0001846213,0.00004418932,0.006965929,0.3345408,0.001013044,0.01680385,0.00133334,0.6382595],"study_design_scores_gemma":[0.002706454,0.002647306,0.004396914,0.0000862221,0.0001054253,0.001264923,0.00138986,0.01591838,0.005230702,0.005547162,0.9587705,0.001936132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01165479,0.00006742683,0.9851596,0.001305244,0.0008165664,0.0003011997,0.00001869952,0.000626882,0.00004960836],"genre_scores_gemma":[0.07012665,0.000014843,0.9265319,0.001614075,0.00003000761,0.0003479132,0.000004319648,0.00003556248,0.00129471],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9574372,"threshold_uncertainty_score":0.9633799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002228302690652,"score_gpt":0.3142640616628286,"score_spread":0.2140412313937634,"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."}}