{"id":"W2742125785","doi":"","title":"On several classes of monographs.","year":2007,"lang":"en","type":"article","venue":"The Australasian Journal of Combinatorics","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009252888,0.000569997,0.0006287699,0.002637837,0.003755205,0.004591695,0.001329673,0.002141964,0.02603097],"category_scores_gemma":[0.006590471,0.0005575157,0.001027393,0.003118324,0.002160857,0.009240356,0.002950589,0.002788027,0.002148871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124167,"about_ca_system_score_gemma":0.0007966639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307983,"about_ca_topic_score_gemma":0.003100572,"domain_scores_codex":[0.9986364,0.0002859375,0.00006886677,0.000484019,0.0002475172,0.000277319],"domain_scores_gemma":[0.9930059,0.003985164,0.0006039832,0.0009538506,0.0005610661,0.0008899734],"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":[0.00004286219,0.00003395911,0.00074355,0.00006083486,0.000008637323,0.00005975159,0.0002067189,0.0003901026,0.0002679975,0.9783531,0.008813743,0.01101883],"study_design_scores_gemma":[0.00002063426,0.00001783524,0.001128136,0.00006154556,0.0000158424,0.0003286758,0.0002302843,0.003091048,0.0003083894,0.9671496,0.02763106,0.00001681208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2979637,0.005614983,0.1680676,0.01519393,0.001026731,0.0002387185,0.004195335,0.0007991176,0.5068998],"genre_scores_gemma":[0.8325663,0.003513363,0.04759081,0.003865723,0.001125732,0.000328071,0.003197083,0.0003323231,0.1074807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02603097,"threshold_uncertainty_score":0.08708221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325444567226822,"score_gpt":0.2492922418578089,"score_spread":0.2360377961855407,"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."}}