{"id":"W2967599115","doi":"","title":"Incidence coloring of graphs with bounded maximum average degree","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Degree (music); Bounded function; Mathematics; Incidence (geometry); Graph coloring; Computer science; Combinatorics; Discrete mathematics; Graph; Physics; Mathematical analysis; Geometry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005117794,0.0003859491,0.0004836138,0.0003702605,0.0003846968,0.0004927212,0.003050321,0.0002661429,0.00003299786],"category_scores_gemma":[0.0005847922,0.0003627602,0.0001885385,0.0008644283,0.0005749267,0.0002888321,0.002876339,0.0005975249,0.00002716179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006797617,"about_ca_system_score_gemma":0.0004911817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238776,"about_ca_topic_score_gemma":0.0009823997,"domain_scores_codex":[0.9948428,0.002222023,0.000654638,0.001079184,0.0007568443,0.0004445057],"domain_scores_gemma":[0.9910566,0.0008096616,0.0008521714,0.003607234,0.003457011,0.0002172862],"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":[0.00003977083,0.0008248331,0.008381865,0.0004820318,0.0002264739,0.00003034629,0.0129627,0.0004456904,0.00529823,0.9423881,0.0009597494,0.02796028],"study_design_scores_gemma":[0.001801131,0.000008412027,0.008518037,0.008868897,0.0001034461,0.00007816459,0.00007667446,0.07681962,0.2143954,0.6852242,0.002461616,0.001644458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4037032,0.0007812068,0.5706509,0.00260529,0.0004169879,0.0005004607,0.00001804895,0.0004566661,0.02086719],"genre_scores_gemma":[0.7491302,0.0001699448,0.2496486,0.00007495719,0.00000392346,0.00004202085,0.00003695141,0.00002769157,0.0008657127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.345427,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202204952560367,"score_gpt":0.2204528692569603,"score_spread":0.2002323740009236,"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."}}