{"id":"W142077717","doi":"","title":"Edge Zeta Functions Of Graph Coverings.","year":2006,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph theory and applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Graph; Enhanced Data Rates for GSM Evolution; Combinatorics; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559508,0.00009222627,0.0001502937,0.00006731409,0.0001085996,0.00001032072,0.0001460033,0.00005453567,0.00009537658],"category_scores_gemma":[0.00004023885,0.00009158246,0.00009922939,0.0003279016,0.00008150654,0.00006043155,0.00003237947,0.00008442241,0.00004383659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067489,"about_ca_system_score_gemma":0.00001400237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003085466,"about_ca_topic_score_gemma":0.000006117079,"domain_scores_codex":[0.999365,0.00002692782,0.000230228,0.0001315204,0.000112904,0.000133359],"domain_scores_gemma":[0.9992681,0.0001625015,0.0001094705,0.0003562981,0.00007161313,0.00003205424],"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":[0.000004448952,0.0002576555,0.001059064,0.00002176752,0.00001680218,4.333418e-7,0.00003381089,0.000002499872,0.002111503,0.9805619,0.01587588,0.0000542426],"study_design_scores_gemma":[0.0003141786,0.00002658162,0.001973848,0.00001156984,0.00003682776,0.000002165641,0.00003557181,0.000006219994,0.004968537,0.9869771,0.005555512,0.0000918613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659352,0.0000500144,0.0003433078,0.00006761778,0.0004069298,0.0001602014,0.0000192659,0.00009809644,0.03291936],"genre_scores_gemma":[0.9979388,0.000003093959,0.0004901807,0.00001251841,0.000007920788,0.00003296942,0.00001108326,0.00001487711,0.001488516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03200363,"threshold_uncertainty_score":0.3734624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659559937668688,"score_gpt":0.2519379086581328,"score_spread":0.2353423092814459,"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."}}