{"id":"W24235330","doi":"10.1684/abc.2013.0901","title":"On Some Parameters Related to Uniquely Vertex-Colourable Graphs and Defining Sets.","year":2003,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Vertex (graph theory); Combinatorics; Discrete mathematics; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005680164,0.0001881456,0.0002101269,0.0002259456,0.0002337674,0.0001405834,0.000332552,0.0001059547,0.000004158859],"category_scores_gemma":[0.000225442,0.0001801144,0.00005223122,0.0007306343,0.00004786469,0.0002652282,0.00009162893,0.0002215161,0.0001145891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002913033,"about_ca_system_score_gemma":0.00004996223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002689988,"about_ca_topic_score_gemma":8.38515e-7,"domain_scores_codex":[0.9984537,0.00015288,0.0002513028,0.0005022062,0.0002492783,0.0003905781],"domain_scores_gemma":[0.9988187,0.0002687872,0.00007170277,0.0005286716,0.00006669451,0.0002454776],"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":[0.000004966774,0.00005884595,0.0005294463,0.0000043743,0.0000177963,0.00001506505,0.0003498601,0.0001529045,0.0002077387,0.9961987,0.001909289,0.0005510738],"study_design_scores_gemma":[0.0007326239,0.0003696048,0.0003153403,0.00005198492,0.000006839387,0.00001500627,0.00001847261,0.0009087817,0.001629191,0.9956816,0.00003581313,0.0002347679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954106,0.0002752041,0.000001991795,0.0005303564,0.001499117,0.0001745544,7.810264e-7,0.0002656961,0.001841716],"genre_scores_gemma":[0.9927805,0.00002354373,0.005711155,0.001356558,1.873876e-9,0.000017353,0.00000129174,0.00001551198,0.00009409776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005709163,"threshold_uncertainty_score":0.7344854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075096092046544,"score_gpt":0.2258148868519523,"score_spread":0.2150639259314868,"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."}}