{"id":"W1571206417","doi":"10.1002/jgt.22152","title":"Graph properties, graph limits, and entropy","year":2017,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Mathematics; Combinatorics; Random graph; Discrete mathematics; Limiting; Graph","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002424122,0.0003372911,0.0006478549,0.0004739981,0.00126321,0.0002444402,0.001025211,0.000188868,0.00007912153],"category_scores_gemma":[0.001245088,0.00021906,0.0005016693,0.0001146619,0.001009988,0.0005352365,0.0001978283,0.0006279181,0.000001693876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001901989,"about_ca_system_score_gemma":0.0000515321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004298077,"about_ca_topic_score_gemma":0.000004530818,"domain_scores_codex":[0.9977211,0.0003476835,0.0007702535,0.0002454936,0.0005052963,0.0004101543],"domain_scores_gemma":[0.9968042,0.0004039142,0.001338874,0.0009106313,0.0002836639,0.0002587319],"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":[0.0006186738,0.00012004,0.003687233,0.0001248607,0.000477185,0.00009039199,0.001498276,9.902212e-7,0.002676134,0.9820575,0.001908863,0.006739866],"study_design_scores_gemma":[0.001146214,0.0002859088,0.005859812,0.0002392183,0.0002462488,0.0004466144,0.00043549,0.000002292478,0.002630122,0.9868501,0.001571736,0.0002862273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877133,0.00506346,0.001243771,0.0004160672,0.001459203,0.0002337585,0.00001088482,0.00004055185,0.003819017],"genre_scores_gemma":[0.994338,0.001706945,0.002911445,0.0002115646,0.0003922985,0.000003900817,3.516746e-7,0.00005202921,0.0003834178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00662476,"threshold_uncertainty_score":0.9715717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169039496165616,"score_gpt":0.2858973154108309,"score_spread":0.2442069204491747,"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."}}