{"id":"W3119206545","doi":"10.5539/jmr.v13n1p16","title":"Total Edge Irregularity Strength of q Tuple Book Graphs","year":2021,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics; Vertex (graph theory); Enhanced Data Rates for GSM Evolution; Graph; Tuple; Simple graph; Discrete mathematics; Computer science; Artificial intelligence","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":[0.003531032,0.00008889923,0.0003161257,0.000386955,0.0001095292,0.0001197515,0.0007214209,0.00006962439,0.00006696336],"category_scores_gemma":[0.0006975549,0.00007001752,0.0001865694,0.0008136179,0.0001307811,0.0002840838,0.0003802971,0.0005324347,0.00001379936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002595989,"about_ca_system_score_gemma":0.000431564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005845015,"about_ca_topic_score_gemma":0.00000190068,"domain_scores_codex":[0.9971916,0.000227266,0.0006629607,0.0001519148,0.001464113,0.0003021077],"domain_scores_gemma":[0.9965549,0.0005411984,0.0002831666,0.00056208,0.001881439,0.0001772747],"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":[0.00001477895,0.00246018,0.0002974701,0.0006051916,0.0001963388,0.0003762131,0.003244271,0.0001693416,0.06536552,0.8924518,0.02903651,0.005782339],"study_design_scores_gemma":[0.001071765,0.0005066125,0.0004033729,0.0005927795,0.00002125925,0.0009688956,0.0007631428,0.02039592,0.1497541,0.823836,0.001487632,0.0001984653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956304,0.006632614,0.02983863,0.002719775,0.0005671084,0.0001719523,0.000005126173,0.00003166387,0.003729101],"genre_scores_gemma":[0.7725857,0.0003606945,0.2252485,0.00005073603,0.00002677602,0.000002156647,7.320131e-7,0.00001633571,0.001708389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954099,"threshold_uncertainty_score":0.2855232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0713936951571235,"score_gpt":0.3489291344115771,"score_spread":0.2775354392544536,"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."}}