{"id":"W70810164","doi":"","title":"The Classification of Regular Graphs on f-colorings.","year":2008,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003440325,0.00008499535,0.0001014739,0.00006908086,0.0003508879,0.00002597691,0.0006070638,0.00004682831,8.167016e-7],"category_scores_gemma":[0.00005843757,0.00006009169,0.00006252684,0.0004736589,0.0001402015,0.0001081279,0.00007218032,0.0001049246,0.00002721984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000136844,"about_ca_system_score_gemma":0.00003280679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001180106,"about_ca_topic_score_gemma":5.297122e-7,"domain_scores_codex":[0.9990204,0.00006188056,0.0002156791,0.0002204539,0.0003117132,0.0001698818],"domain_scores_gemma":[0.998829,0.0001372028,0.0001290525,0.0007182388,0.0001345148,0.0000519969],"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":[0.000004766236,0.00006057224,0.0006036374,0.000002034673,0.000007754998,0.000002126282,0.0001310819,0.000008689342,0.002593217,0.9933968,0.002294727,0.0008945889],"study_design_scores_gemma":[0.0003135016,0.000151176,0.01527945,0.00001352821,0.000002460044,0.000005121782,0.00001190531,0.001015212,0.009354346,0.9722217,0.00155105,0.00008051161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945247,0.0001793455,0.0000775338,0.0008969352,0.001179136,0.0001064074,2.541405e-7,0.0001071687,0.00292859],"genre_scores_gemma":[0.9989893,0.00007953699,0.0006514288,0.00006495239,4.423811e-7,0.00001256015,5.990911e-7,0.000005404786,0.0001957594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117506,"threshold_uncertainty_score":0.2698782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322154499980813,"score_gpt":0.226972505765043,"score_spread":0.2037509607652349,"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."}}