{"id":"W1540614089","doi":"10.1002/jgt.1025","title":"Fractional chromatic numbers of cones over graphs","year":2001,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Chromatic scale; Mathematics; Combinatorics; Graph; Graph theory; Discrete mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009040711,0.00008283841,0.0002703129,0.0006247319,0.00005557142,0.00003178128,0.000651851,0.00004528937,0.0005428653],"category_scores_gemma":[0.0001870971,0.00005513354,0.00032116,0.00154434,0.0001372892,0.0005075315,0.00006549303,0.0001480692,0.000009892611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001046384,"about_ca_system_score_gemma":0.00002859215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001291646,"about_ca_topic_score_gemma":0.000001599053,"domain_scores_codex":[0.9987901,0.0001316574,0.0004346902,0.0001026188,0.0004084655,0.0001324305],"domain_scores_gemma":[0.9985694,0.0004594823,0.0005160705,0.0002202915,0.0001446544,0.00009008446],"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":[0.00009742851,0.0004143498,0.02521883,0.00001442813,0.0005298824,0.0001409531,0.000182899,0.0001758787,0.0007236792,0.9473434,0.002733951,0.02242434],"study_design_scores_gemma":[0.000416417,0.0001943259,0.06837199,0.0000240738,0.00006453588,0.0003082392,0.00009412634,0.00016896,0.0001847014,0.9270217,0.00304927,0.0001015911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6793921,0.001087315,0.3155761,0.0005708907,0.0004587876,0.00003374548,0.00000532665,0.00001773197,0.002857941],"genre_scores_gemma":[0.9958401,0.0002958865,0.003474486,0.0002225938,0.00004541588,3.915769e-7,6.22867e-7,0.000002418287,0.0001180439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.316448,"threshold_uncertainty_score":0.5943994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082726201572983,"score_gpt":0.250184958751659,"score_spread":0.2393576967359291,"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."}}