{"id":"W7048836179","doi":"","title":"May 2018 Government of Canada Open Source Software And Security Panel","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Officer; Session (web analytics); Presentation (obstetrics); Treasury; Service (business); Open government; Public service","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00546173,0.001278732,0.0008963391,0.002422298,0.01706549,0.01365986,0.003509642,0.01278612,0.1805673],"category_scores_gemma":[0.01121915,0.001174894,0.001356003,0.002871149,0.003185677,0.003010179,0.003760185,0.007829702,0.06021848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06025151,"about_ca_system_score_gemma":0.2065932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9503883,"about_ca_topic_score_gemma":0.9774789,"domain_scores_codex":[0.9889492,0.0003232913,0.0001536068,0.0008037603,0.006870188,0.002900058],"domain_scores_gemma":[0.9776614,0.0008060611,0.0002559794,0.0006499765,0.01416376,0.006462837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001229893,0.00001296758,0.0001289283,0.00002536894,0.000001308531,0.00004245242,0.0000755775,0.00002565259,0.0001156603,0.001425869,0.9946734,0.003460614],"study_design_scores_gemma":[0.000004410027,0.000003285779,0.000915541,0.00004145535,0.000002037793,0.000008320623,0.000170822,0.00002290389,0.00008007724,0.0001679047,0.9985678,0.000015453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003874355,0.006501799,0.00188261,0.1809008,0.02025324,0.001266877,0.0256305,0.002046729,0.757643],"genre_scores_gemma":[0.00616456,0.001589195,0.0007307308,0.01670493,0.0006547024,0.0001716411,0.004076257,0.0004562227,0.9694517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1805673,"threshold_uncertainty_score":0.6040577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007042016562804815,"score_gpt":0.17640105600118,"score_spread":0.1693590394383752,"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."}}