{"id":"W2467977134","doi":"10.1007/978-3-319-39225-7_9","title":"Certification of Open Source Software – A Scoping Review","year":2016,"lang":"en","type":"review","venue":"IFIP advances in information and communication technology","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Certification; Dependability; Government (linguistics); Computer science; Software development; Software quality; Engineering; Engineering management; Knowledge management; Software; Computer security; Software engineering; Political science","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01453277,0.001097909,0.002512864,0.01547116,0.0009843685,0.004281143,0.002163382,0.002993903,0.00262445],"category_scores_gemma":[0.04929603,0.0007733271,0.001455283,0.01092957,0.002515151,0.00601662,0.002308405,0.002047573,0.0007285213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092434,"about_ca_system_score_gemma":0.01333396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118186,"about_ca_topic_score_gemma":0.007955027,"domain_scores_codex":[0.9917501,0.001620606,0.001953655,0.000771085,0.003650541,0.0002539412],"domain_scores_gemma":[0.929603,0.04952533,0.006623132,0.00153248,0.01194317,0.0007729779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006018213,0.00007270354,0.0008310935,0.08928144,0.000161336,0.0001420032,0.0003858208,0.0003176582,0.0008398631,0.006570247,0.01082451,0.8905132],"study_design_scores_gemma":[0.00003410186,0.0001711683,0.003468595,0.3226424,0.001085916,0.000989959,0.0009278555,0.0004282314,0.001729915,0.00766583,0.6607738,0.00008236348],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003183481,0.9972051,0.0005360696,0.000556532,0.0002252678,0.00003376305,0.00002880431,0.000007798966,0.001088359],"genre_scores_gemma":[0.003305026,0.9950449,0.0008669364,0.0002973535,0.0001434859,0.00003742437,0.00007014126,0.000006227386,0.0002284816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9978366,"threshold_uncertainty_score":0.07685757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078633502713144,"score_gpt":0.3863012858081795,"score_spread":0.345514950781048,"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."}}