{"id":"W2406187070","doi":"","title":"The spectral characterization of graphs of index less than 2 with no Z n as a component.","year":2010,"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; Characterization (materials science); Index (typography); Component (thermodynamics); Combinatorics; Physics; Computer science; Materials science; Nanotechnology; World Wide Web; Thermodynamics","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":[0.0002510062,0.00009000962,0.0001530463,0.00004086796,0.0001131823,0.00001251319,0.0002414125,0.00005233114,0.00001779384],"category_scores_gemma":[0.00004318774,0.00006146716,0.00005378833,0.0002174586,0.000201973,0.00005517483,0.00002653805,0.0001572165,0.000005893487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003298649,"about_ca_system_score_gemma":0.00002406413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001832685,"about_ca_topic_score_gemma":0.0000201091,"domain_scores_codex":[0.9993567,0.00004184848,0.0002146764,0.000105841,0.00016394,0.0001169574],"domain_scores_gemma":[0.9989768,0.000199673,0.0002386462,0.0004132705,0.0001368605,0.00003472322],"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":[0.00004691968,0.000179193,0.006346474,0.00002037757,0.00003005892,2.613337e-7,0.0001919739,5.067324e-8,0.1360963,0.8569964,0.00001630277,0.00007572443],"study_design_scores_gemma":[0.000393781,0.00007639093,0.0296219,0.00001982017,0.00002111531,0.000003434773,0.00006823215,0.00002082379,0.04737345,0.9221228,0.000208021,0.00007017685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974455,0.000002048297,0.00002695792,0.00008656412,0.0002768335,0.0002484537,0.000008687265,0.00002476688,0.00188014],"genre_scores_gemma":[0.9997057,0.000005594475,0.000122765,0.000006416054,0.00000463554,0.00002584855,0.000009514756,0.00001391765,0.0001055687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08872288,"threshold_uncertainty_score":0.2506558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104573158344588,"score_gpt":0.2448258166924832,"score_spread":0.2337800851090373,"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."}}