{"id":"W2330539116","doi":"10.46298/dmtcs.2830","title":"The Hodge Structure of the Coloring Complex of a Hypergraph (Extended Abstract)","year":2010,"lang":"en","type":"article","venue":"Discrete Mathematics & Theoretical Computer Science","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Combinatorics; Hypergraph; Graph","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001274589,0.0001966352,0.000352132,0.0001496328,0.0005975157,0.0002769921,0.006171563,0.00007001877,0.00006953267],"category_scores_gemma":[0.0006008422,0.0000898537,0.0002208236,0.002732702,0.006197892,0.0002558212,0.002036247,0.0003775554,0.000004105408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008893292,"about_ca_system_score_gemma":0.0000781637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006813088,"about_ca_topic_score_gemma":0.000008300305,"domain_scores_codex":[0.9973742,0.00005975805,0.000593428,0.0004447061,0.001071326,0.0004565734],"domain_scores_gemma":[0.9963791,0.00103485,0.0003680636,0.001779922,0.0002909777,0.0001471239],"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":[0.000002272102,0.00005437469,0.00006556962,0.00001567088,0.00001511603,9.617372e-7,0.0002857895,0.00002510965,0.02349966,0.9720736,0.00001951615,0.003942413],"study_design_scores_gemma":[0.0001552511,0.00009884716,0.01247445,0.00002642237,0.00002961894,0.00003018899,0.00006308729,0.2049385,0.02207862,0.7597749,0.000129977,0.0002001543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4439307,0.00002289009,0.5514374,0.001575993,0.0006376294,0.0002808547,0.00003528396,0.00005626274,0.002022965],"genre_scores_gemma":[0.8804442,0.000003583144,0.1194367,0.00006991914,0.00003241434,0.000002171241,7.290673e-7,0.000004605725,0.000005757802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4365135,"threshold_uncertainty_score":0.9992055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258093497089698,"score_gpt":0.2546729614437122,"score_spread":0.2420920264728152,"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."}}