{"id":"W6110703","doi":"10.1007/bf01254914","title":"On the Local Colorings of Graphs.","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":true,"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":[0.0002515852,0.00008986131,0.0001203963,0.00006910914,0.0001754188,0.00001358826,0.0006073585,0.00004112788,0.000007566798],"category_scores_gemma":[0.00004546765,0.0000606354,0.00006703722,0.0004862245,0.0001954978,0.00008305372,0.0001171902,0.0001263728,0.00004873551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009671426,"about_ca_system_score_gemma":0.00003796063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003672771,"about_ca_topic_score_gemma":4.528721e-7,"domain_scores_codex":[0.9991161,0.00005181518,0.0001710496,0.0001978329,0.0002911662,0.0001720654],"domain_scores_gemma":[0.9990215,0.0002288371,0.00007550148,0.0005315886,0.0000877858,0.00005473811],"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":[0.000003645166,0.00007320182,0.0004688212,0.000002181476,0.00000819939,0.000007190779,0.0001680646,0.00003373267,0.0002322308,0.9948352,0.003999699,0.0001678087],"study_design_scores_gemma":[0.0003060748,0.000183384,0.001128454,0.00001541332,0.000002055319,0.000009722759,0.000009333469,0.0008946235,0.007660348,0.9893926,0.0003203123,0.00007770755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934706,0.0000793129,0.0003194895,0.0008599781,0.0006934216,0.00008715275,3.511198e-7,0.00008986416,0.004399822],"genre_scores_gemma":[0.9991292,0.00001540484,0.000333416,0.0004205477,1.855934e-7,0.0000079653,2.521347e-7,0.000005058737,0.00008800315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007428118,"threshold_uncertainty_score":0.247264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163563646575823,"score_gpt":0.2077158684759663,"score_spread":0.191359503818384,"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."}}