{"id":"W2919123079","doi":"","title":"A sharper lower bound on the signless Laplacian Estrada index.","year":2018,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph theory and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Index (typography); Combinatorics; Statistics; Upper and lower bounds; Mathematical analysis; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002079345,0.001498997,0.001651017,0.003871165,0.00174743,0.00404781,0.003396015,0.002972299,0.02270565],"category_scores_gemma":[0.01714863,0.0005416184,0.0009765853,0.002407758,0.003013412,0.007970636,0.004867778,0.008886352,0.005871205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861768,"about_ca_system_score_gemma":0.0007685332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018138,"about_ca_topic_score_gemma":0.00136744,"domain_scores_codex":[0.9985353,0.0003333358,0.00005554606,0.0003306806,0.0005001551,0.0002449099],"domain_scores_gemma":[0.9915875,0.005154415,0.0004906518,0.001127063,0.0006919514,0.0009483513],"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":[0.0001969612,0.0001044143,0.0006859396,0.0003006934,0.00003530899,0.0001521379,0.000200777,0.004140726,0.005219538,0.9308034,0.0337003,0.02445976],"study_design_scores_gemma":[0.00003209754,0.00005027117,0.000613958,0.00009040159,0.00003847351,0.0002686418,0.00006436799,0.01846772,0.001484424,0.9649613,0.01389306,0.00003532966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1131419,0.01740373,0.3271823,0.01884736,0.005375082,0.0001479786,0.002767145,0.00183054,0.513304],"genre_scores_gemma":[0.8331855,0.005789324,0.07519915,0.007132446,0.004122698,0.0003678515,0.002058392,0.001189596,0.07095505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02270565,"threshold_uncertainty_score":0.07595795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140079376602015,"score_gpt":0.2867925990888954,"score_spread":0.2553918053228753,"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."}}