{"id":"W2575960886","doi":"","title":"Adjacent vertex distinguishing total colorings of graphs with four distinguishing constraints.","year":2016,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Vertex (graph theory); Combinatorics; Graph","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":[0.0005615103,0.0002381008,0.0003354715,0.0001269705,0.0001987288,0.0001195169,0.0007008542,0.00007690937,0.0000115307],"category_scores_gemma":[0.0006017197,0.0001622727,0.00009518531,0.0005184485,0.0003257203,0.000379203,0.0003017331,0.0001599521,0.00001263775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005035093,"about_ca_system_score_gemma":0.0001069513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008291511,"about_ca_topic_score_gemma":0.00000483796,"domain_scores_codex":[0.99796,0.00007717483,0.0004190385,0.0005438321,0.0005213922,0.0004786186],"domain_scores_gemma":[0.9981109,0.0004169295,0.0003089131,0.0006318836,0.0003302781,0.0002011235],"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":[0.00001500109,0.00008699491,0.01611483,0.00002376413,0.00003835005,0.00004066906,0.0002561941,0.000005390627,0.00317242,0.9747775,0.000249791,0.005219057],"study_design_scores_gemma":[0.002934045,0.0005200718,0.01057935,0.0008953412,0.00003193112,0.00009689538,0.00006803342,0.0004963531,0.007350469,0.9762262,0.0002482688,0.0005531085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912241,0.00008348264,0.001648258,0.0005507374,0.001475813,0.0001859218,0.00000600929,0.0002854306,0.004540269],"genre_scores_gemma":[0.9950851,0.000006208428,0.004722776,0.00005878802,0.00000149577,0.00001252436,0.000001195114,0.00001969997,0.00009220096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005535477,"threshold_uncertainty_score":0.6617289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390378561601815,"score_gpt":0.2102359395646604,"score_spread":0.1963321539486423,"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."}}