{"id":"W2948416843","doi":"10.48550/arxiv.1906.02359","title":"All Terminal Reliability Roots of Smallest Modulus","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Terminal (telecommunication); Reliability (semiconductor); Modulus; Mathematics; Reliability engineering; Computer science; Engineering; Physics; Computer network; Geometry; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004895131,0.0004918723,0.0005907988,0.0008313274,0.0006523202,0.0008964164,0.0006647364,0.0007400235,0.004251356],"category_scores_gemma":[0.009382891,0.0002925851,0.0004272069,0.0006333686,0.001259245,0.002014359,0.00105287,0.001300998,0.0005611794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000749128,"about_ca_system_score_gemma":0.0005600391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006436509,"about_ca_topic_score_gemma":0.0006888808,"domain_scores_codex":[0.9994912,0.00006857031,0.00001931423,0.0001758969,0.0001516893,0.00009334014],"domain_scores_gemma":[0.9965637,0.001684484,0.0007471123,0.0004001486,0.0003947478,0.0002098028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004901666,0.0001025298,0.01118595,0.0006361065,0.00008035731,0.001061221,0.0009739824,0.09692243,0.04088603,0.7109569,0.01027692,0.1264274],"study_design_scores_gemma":[0.00006123206,0.0002260964,0.01011091,0.00009554554,0.00004901546,0.001372127,0.0003793738,0.1668533,0.01621883,0.7939807,0.0105822,0.00007070488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7044901,0.0008615916,0.2685872,0.001536874,0.0001146647,0.00008121895,0.001125007,0.0006817324,0.0225216],"genre_scores_gemma":[0.9791347,0.000337514,0.01578032,0.00008109975,0.00006924766,0.00005196941,0.0002612477,0.0001140659,0.004169899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004251356,"threshold_uncertainty_score":0.0142222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317728080286578,"score_gpt":0.1651739576978969,"score_spread":0.1319966768950312,"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."}}