{"id":"W2744937545","doi":"10.1016/j.dam.2017.11.035","title":"The shape of node reliability","year":2018,"lang":"en","type":"article","venue":"Discrete Applied Mathematics","topic":"Graph theory and applications","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Node (physics); Reliability (semiconductor); Combinatorics; Algorithm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009589143,0.0001783025,0.0002774127,0.00003087183,0.000382139,0.0000307187,0.0005341574,0.00008253119,0.0001332869],"category_scores_gemma":[0.0003513464,0.0001137862,0.0001192581,0.0002728119,0.0007349199,0.00003589102,0.0001301462,0.0001346868,0.0001113549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463305,"about_ca_system_score_gemma":0.00002478372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001240016,"about_ca_topic_score_gemma":0.000004535909,"domain_scores_codex":[0.9986328,0.00002429454,0.0005749855,0.0002183642,0.0002764092,0.0002731039],"domain_scores_gemma":[0.9970465,0.001251588,0.0003173395,0.001182271,0.0001377489,0.00006455911],"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":[0.00001561409,0.0001117013,0.00001069056,0.0001171268,0.00002653554,7.984541e-8,0.001048842,4.938396e-7,0.00446328,0.9921846,0.001225791,0.000795285],"study_design_scores_gemma":[0.0001654442,0.00002513804,0.00004618816,0.00002499031,0.00005784829,0.000001879813,0.0009259871,0.0008980876,0.01765989,0.977169,0.002889298,0.000136297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593548,0.00003282138,0.03853162,0.0006738472,0.0001221839,0.001316251,0.00004793977,0.0002622714,0.1996583],"genre_scores_gemma":[0.9136354,0.00001088368,0.0857674,0.0000483709,0.00008440534,0.000142172,0.000003732832,0.0000368422,0.0002708101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993875,"threshold_uncertainty_score":0.4640068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718326134195746,"score_gpt":0.3030826291463039,"score_spread":0.2758993678043464,"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."}}