{"id":"W1964953506","doi":"10.5539/cis.v6n3p68","title":"An Assessment of Changeability of Open Source Software","year":2013,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Software Engineering Research","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maintainability; Computer science; Metric (unit); Software metric; Software; Open source software; Java; Open source; Software engineering; Software system; Coupling (piping); Software development; Data mining; Reliability engineering; Software quality; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001052114,0.00005961726,0.0001156213,0.0002337155,0.00008236054,0.0005094304,0.001989873,0.00001884448,0.00001672747],"category_scores_gemma":[0.0001258488,0.00005047085,0.00001285809,0.00076344,0.0002185173,0.01604652,0.001163908,0.00005773878,0.000007044664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002501985,"about_ca_system_score_gemma":0.0001653653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007813424,"about_ca_topic_score_gemma":2.060704e-7,"domain_scores_codex":[0.9989568,0.00002082948,0.0002562316,0.0001478798,0.0004598736,0.0001583572],"domain_scores_gemma":[0.9985931,0.0001479806,0.0001014524,0.0005273139,0.0005181135,0.0001120547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000001271337,0.00007623547,0.08933911,0.0001479472,0.000004585442,8.658162e-8,0.004199859,0.004203063,0.0008867187,0.01492017,0.0003723619,0.8858486],"study_design_scores_gemma":[0.00009407345,0.000103673,0.52414,0.00001151488,2.772677e-7,0.000001964658,0.00001571853,0.4743062,0.0008820164,0.0001719144,0.0002225438,0.00005009602],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2274709,0.000003222484,0.7719907,0.00005475264,0.00008203999,0.0002030303,9.514231e-7,0.00004235773,0.0001520646],"genre_scores_gemma":[0.7281546,0.000001621001,0.271754,0.00006876789,0.000006234368,0.00001002885,8.661708e-7,9.889613e-7,0.0000028712],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8857985,"threshold_uncertainty_score":0.9977155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490744047426789,"score_gpt":0.3384434199260621,"score_spread":0.3135359794517942,"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."}}