{"id":"W6894149183","doi":"10.5446/19186","title":"Case Study: Switching from Linux to FreeBSD","year":2013,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Server; Web server; nobody; Software; Process (computing); Application server; GNU/Linux","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006087262,0.001621609,0.001748444,0.001181964,0.0002537031,0.0005392788,0.001503494,0.001350985,0.0358411],"category_scores_gemma":[0.0002267014,0.001586276,0.0003598734,0.001007641,0.00007070413,0.0002052489,0.0009507942,0.001974547,0.2037666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322107,"about_ca_system_score_gemma":0.0001683879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07956579,"about_ca_topic_score_gemma":0.04285794,"domain_scores_codex":[0.9937862,0.0004625545,0.0009633633,0.002134888,0.001222282,0.001430671],"domain_scores_gemma":[0.994445,0.0002849307,0.0006003971,0.003574589,0.000137337,0.0009577682],"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":[0.0000442558,0.0006137678,0.0009319237,0.00003218729,0.0008974205,0.0115235,0.002975601,0.0001191079,0.000207939,0.00001563877,0.9680143,0.01462433],"study_design_scores_gemma":[0.003060319,0.0003730685,0.0003514523,0.001548334,0.001009765,0.0007327651,0.003427818,0.001196726,0.00003018998,0.0001090969,0.9845344,0.003626054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.284884,0.004104533,0.003800156,0.0001929879,0.007175574,0.0116631,0.00242509,0.007992883,0.6777616],"genre_scores_gemma":[0.08039525,0.0000188231,0.007654081,0.0005753734,0.00819386,0.0006055124,0.0003707535,0.009491445,0.8926949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2149333,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497902668982447,"score_gpt":0.2811099932618343,"score_spread":0.2561309665720098,"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."}}