{"id":"W4400484687","doi":"10.61091/jcmcc120-33","title":"Total Labelings of Graphs with Prescribed Weights","year":2024,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combinatorics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100294,0.0007211923,0.0007804791,0.002445575,0.001459129,0.002512215,0.00105391,0.000857519,0.004423739],"category_scores_gemma":[0.00711113,0.0006756809,0.001096228,0.002868717,0.001744794,0.003412857,0.001893742,0.0009703509,0.0005950805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501289,"about_ca_system_score_gemma":0.0008400133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224659,"about_ca_topic_score_gemma":0.001561132,"domain_scores_codex":[0.9984795,0.0003116838,0.0001287417,0.0004190007,0.0004197095,0.0002413183],"domain_scores_gemma":[0.994778,0.002638205,0.0006148503,0.0009165115,0.0006809109,0.000371409],"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":[0.0002602813,0.00005457612,0.002810338,0.0003176291,0.00006128381,0.0001692846,0.0005774254,0.04117219,0.006660862,0.874101,0.004890484,0.06892461],"study_design_scores_gemma":[0.0000406651,0.00007922977,0.0007997315,0.00006055201,0.00003948044,0.000299034,0.0002393972,0.07865536,0.004232873,0.9042321,0.01129048,0.00003117569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4020138,0.0006718483,0.5575578,0.000603202,0.00009549942,0.0001653885,0.001688867,0.0008674933,0.03633608],"genre_scores_gemma":[0.7728491,0.000946074,0.2083573,0.0002885522,0.0001334286,0.0003491487,0.002673598,0.0003616411,0.01404122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004423739,"threshold_uncertainty_score":0.01479888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009556581239050642,"score_gpt":0.2268653313035038,"score_spread":0.2173087500644531,"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."}}