{"id":"W4401733786","doi":"10.21203/rs.3.rs-4913807/v1","title":"Fault Tolerance in Service Function Chains: A Taxonomy, Survey and Future Directions","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Taxonomy (biology); Fault tolerance; Function (biology); Service (business); Computer science; Business; Biology; Distributed computing; Ecology; Evolutionary biology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002274075,0.0004101862,0.0004321637,0.001210999,0.0003132003,0.0009144302,0.001457282,0.0004708345,0.0000239897],"category_scores_gemma":[0.00003064017,0.0003738131,0.00009832371,0.003180325,0.00005670687,0.0002636198,0.004753857,0.0032201,0.0001156223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876365,"about_ca_system_score_gemma":0.0005090052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01330497,"about_ca_topic_score_gemma":0.0602701,"domain_scores_codex":[0.99512,0.001084772,0.0004173465,0.001583225,0.0009846997,0.0008099971],"domain_scores_gemma":[0.9970528,0.0004664301,0.00008880597,0.001366219,0.000773936,0.0002517625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007306447,0.001341523,0.02842082,0.02947946,0.0006914499,0.0006059171,0.05440499,0.01046288,0.0003996873,0.07357849,0.006188531,0.7936956],"study_design_scores_gemma":[0.0009075069,0.0003696308,0.2462721,0.00317059,0.00002372107,0.0000424166,0.002027659,0.1867247,0.0001032656,0.0263471,0.5326509,0.001360394],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8307746,0.08245405,0.009253671,0.04576817,0.01014149,0.007202386,0.0006813362,0.00184271,0.01188155],"genre_scores_gemma":[0.9829726,0.005665897,0.002867613,0.001650962,0.003151957,0.002509339,0.0003888517,0.0001131367,0.0006795911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7923352,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052177838250721,"score_gpt":0.3294898459417807,"score_spread":0.2789680675592735,"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."}}