{"id":"W3015867196","doi":"10.1002/net.21938","title":"Rational roots of all‐terminal reliability","year":2020,"lang":"en","type":"article","venue":"Networks","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Combinatorics; Terminal (telecommunication); Spanning tree; Rational number; Moduli; Class (philosophy); Reliability (semiconductor); Discrete mathematics; Graph; Order (exchange); Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007085705,0.0003280299,0.0004784874,0.0009791147,0.0003968308,0.0009424274,0.0005304693,0.0004490902,0.002405402],"category_scores_gemma":[0.01026316,0.0001999908,0.0002790257,0.0004118756,0.001881646,0.001534011,0.000696944,0.0008620826,0.000228017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313814,"about_ca_system_score_gemma":0.0004025464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006099574,"about_ca_topic_score_gemma":0.0003274397,"domain_scores_codex":[0.9995924,0.00008361197,0.00001567999,0.0001096091,0.0001216373,0.00007709215],"domain_scores_gemma":[0.9950771,0.002640033,0.001095459,0.000445024,0.0004730723,0.0002693362],"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":[0.0003120277,0.00005692178,0.009723943,0.0002040749,0.0000454601,0.0004528637,0.0004932598,0.1585356,0.01934635,0.7782602,0.002569809,0.02999946],"study_design_scores_gemma":[0.00003768543,0.000111897,0.005861872,0.0000454173,0.00002517893,0.0004787467,0.0002092037,0.263604,0.006423429,0.7208676,0.002287082,0.00004796941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7523295,0.0004360506,0.2333558,0.0008671753,0.00007000413,0.00002710101,0.0002289737,0.0002624101,0.01242303],"genre_scores_gemma":[0.9960317,0.00008233431,0.003248431,0.00001652148,0.00002204811,0.000006981531,0.00002027501,0.00001551406,0.0005561201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002405402,"threshold_uncertainty_score":0.008046865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009746665294790957,"score_gpt":0.2020083994816666,"score_spread":0.1922617341868757,"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."}}