{"id":"W2621304967","doi":"","title":"Fedora Unleashed, 2008 Edition : Covering Fedora 7 and Fedora 8","year":2008,"lang":"en","type":"book","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operating system; Computer science; Installation; Upgrade; Scripting language; GNU/Linux; Linux kernel; Workstation; World Wide Web; OS X; Software; Database","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":[0.0006520337,0.0008559044,0.0007588187,0.00238663,0.001313874,0.005209852,0.0007839332,0.001181291,0.1768058],"category_scores_gemma":[0.00312022,0.0006604116,0.000587328,0.00375093,0.000462252,0.005839017,0.001756635,0.002394067,0.2188191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832455,"about_ca_system_score_gemma":0.001680771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429068,"about_ca_topic_score_gemma":0.006319593,"domain_scores_codex":[0.9991384,0.00005291626,0.00004170007,0.0001144084,0.0005600872,0.00009258751],"domain_scores_gemma":[0.9988997,0.0001403207,0.00005264367,0.0001112444,0.000649148,0.0001469866],"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":[0.00001053909,0.00001167283,0.00004481769,0.00007157953,0.000001165692,0.00001783717,0.00004396915,0.00005397452,0.000327405,0.002633414,0.9127145,0.08406908],"study_design_scores_gemma":[7.653329e-7,0.000002932612,0.00008830958,0.00003639745,6.449729e-7,0.00004897252,0.000008324102,0.00002940293,0.00008455684,0.0003180911,0.999378,0.000003524321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001599019,0.02782998,0.02050908,0.006048328,0.01405402,0.0001673215,0.005914998,0.02339243,0.9004849],"genre_scores_gemma":[0.002841405,0.01068576,0.006834966,0.002800532,0.001986118,0.0001324433,0.004493752,0.006376134,0.9638489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1768058,"threshold_uncertainty_score":0.5914744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117544051594023,"score_gpt":0.1783177814636897,"score_spread":0.1702002374120957,"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."}}