{"id":"W2915862757","doi":"10.1088/1742-5468/ab3ccd","title":"Quantum statistics in Network Geometry with Fractional Flavor","year":2019,"lang":"en","type":"article","venue":"Journal of Statistical Mechanics Theory and Experiment","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università di Catania; Institut Périmètre de physique théorique; Industry Canada; Government of Canada","keywords":"Simplicial complex; Simplicial manifold; Abstract simplicial complex; Simplicial homology; Simplicial approximation theorem; Complex network; Face (sociological concept); Topology (electrical circuits)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008476274,0.0001425357,0.0003531036,0.00009439878,0.00004933658,0.00003934401,0.0001012157,0.0000306087,0.001608662],"category_scores_gemma":[0.00001550815,0.0001093306,0.00003908117,0.0001437492,0.00002945802,0.00009353914,0.00004671977,0.0002951349,0.000008022049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069929,"about_ca_system_score_gemma":0.00005265577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009733051,"about_ca_topic_score_gemma":0.000001032525,"domain_scores_codex":[0.9987658,0.0001656426,0.0004288346,0.0001464364,0.0002685253,0.0002248012],"domain_scores_gemma":[0.9987201,0.0007083914,0.0002505415,0.0001162089,0.00009160558,0.0001131367],"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":[0.0004628045,0.0001513065,0.00156826,0.000007295143,0.0001161068,0.00001527893,0.00008484981,0.0005499126,0.0003060013,0.9933293,0.0005373767,0.002871457],"study_design_scores_gemma":[0.0006949845,0.0006984332,0.0005019332,0.00008746595,0.00005967122,0.00001449157,0.0006263241,0.01090957,0.0005234902,0.984917,0.000782471,0.0001841905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06580459,0.0002775853,0.9334299,0.00002262543,0.0001228224,0.0001029333,0.00003189415,0.000005307224,0.0002023154],"genre_scores_gemma":[0.9511122,0.00001586042,0.0485693,0.00004045124,0.0001884366,0.000005295906,0.00001079452,0.00001433344,0.00004330647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853076,"threshold_uncertainty_score":0.999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006072058124213437,"score_gpt":0.2682895191478883,"score_spread":0.2622174610236748,"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."}}