{"id":"W4248533316","doi":"10.37236/510","title":"Periodic Graphs","year":2011,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Molecular spectroscopy and chirality","field":"Chemistry","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Combinatorics; Mathematics; Adjacency matrix; Vertex (graph theory); Eigenvalues and eigenvectors; Discrete mathematics; Graph; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001989724,0.0004331118,0.0003974699,0.001075747,0.001350213,0.001070267,0.0007135522,0.0006522655,0.01509306],"category_scores_gemma":[0.001482691,0.0002912173,0.0004562874,0.0007519528,0.0008241876,0.001335463,0.001028591,0.0007613907,0.001850009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032966,"about_ca_system_score_gemma":0.0004199879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114261,"about_ca_topic_score_gemma":0.001436074,"domain_scores_codex":[0.9996569,0.00006160527,0.00001955221,0.0001146556,0.0000681053,0.00007912258],"domain_scores_gemma":[0.9992579,0.0002095934,0.0001222512,0.000181077,0.0001234949,0.0001057131],"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":[0.00006740614,0.00002736013,0.000532657,0.00009751149,0.00001888537,0.0004114029,0.00021428,0.003471171,0.003009366,0.9588244,0.00922844,0.02409724],"study_design_scores_gemma":[0.00002873301,0.00002906098,0.0007036429,0.00003454983,0.00001683604,0.000665421,0.000174328,0.01358109,0.001404597,0.9348405,0.04850113,0.00002012671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3299216,0.003138616,0.3414827,0.002960619,0.0008404999,0.0004052365,0.005348676,0.001664904,0.3142372],"genre_scores_gemma":[0.8448696,0.00188131,0.07497665,0.0008402399,0.0003781837,0.0003998656,0.004506222,0.0003166844,0.07183123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01509306,"threshold_uncertainty_score":0.05049133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176006144005606,"score_gpt":0.2210379499606552,"score_spread":0.2092778885205991,"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."}}