{"id":"W3094121827","doi":"10.1109/seaa51224.2020.00022","title":"What do developers talk about open source software licensing?","year":2020,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"License; Computer science; Open source; World Wide Web; Software; Open source software; MIT License; Source code; Data science; Coding (social sciences); Software 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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002815714,0.0002210961,0.0002506272,0.00007807117,0.00033356,0.004920268,0.003633758,0.00009019457,0.0003342128],"category_scores_gemma":[0.0003874734,0.0002046051,0.00005819419,0.001753766,0.00007043078,0.004440099,0.002984152,0.000239923,0.001035709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005415945,"about_ca_system_score_gemma":0.0002696119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007301812,"about_ca_topic_score_gemma":0.00001779781,"domain_scores_codex":[0.9980592,0.00005996797,0.0003708757,0.0007222364,0.0003841282,0.0004036639],"domain_scores_gemma":[0.9984113,0.0001425994,0.0001204452,0.0007573543,0.0003176578,0.0002506238],"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":[0.00001430039,0.00009736622,0.003080656,0.00003680545,0.00009421833,0.00007477522,0.01975253,0.000595784,0.0003935553,0.03470044,0.0788437,0.8623159],"study_design_scores_gemma":[0.0007408732,0.0001027357,0.002712512,0.000159765,0.000009899862,0.00005806641,0.002335175,0.005753429,0.002117226,0.0008958544,0.9842345,0.0008800132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006651635,0.0001564316,0.9622012,0.02481794,0.0005339797,0.0004741703,0.000001570609,0.001072841,0.004090271],"genre_scores_gemma":[0.1146144,0.00003659584,0.8254285,0.05451686,0.0001725687,0.00003172711,0.00001052067,0.00005896856,0.005129794],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9053907,"threshold_uncertainty_score":0.9997421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306484424368775,"score_gpt":0.2773732278597892,"score_spread":0.2443083836161015,"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."}}