{"id":"W2792309580","doi":"","title":"Decompositions Of λK v Into Multigraphs With Four Vertices And Five Edges.","year":2018,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics","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":[0.000257127,0.0005951322,0.0003033503,0.001642339,0.001086893,0.001440416,0.0008454553,0.0006230512,0.0243445],"category_scores_gemma":[0.001171945,0.000463972,0.0006571728,0.0009062639,0.000575078,0.001251208,0.001217885,0.001094241,0.004555145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009024449,"about_ca_system_score_gemma":0.0006207787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022056,"about_ca_topic_score_gemma":0.003558224,"domain_scores_codex":[0.9996426,0.0000640428,0.00002193788,0.00009103132,0.00006657721,0.0001137846],"domain_scores_gemma":[0.9991913,0.0001970223,0.0001276599,0.000160632,0.000143758,0.0001795242],"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":[0.0007044104,0.0003381429,0.002874245,0.0006235038,0.0001552921,0.001642942,0.001035058,0.02159011,0.04186423,0.7782275,0.04301745,0.1079271],"study_design_scores_gemma":[0.0001346046,0.0001260208,0.005734141,0.0003503188,0.0001219526,0.001506927,0.001654158,0.05369582,0.01591725,0.8329215,0.08776841,0.00006887929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3041011,0.001087448,0.4144507,0.001657911,0.0006082901,0.000585089,0.006351592,0.002168237,0.2689897],"genre_scores_gemma":[0.7138084,0.0006633704,0.1929011,0.0006146128,0.00007878053,0.0003872594,0.005425812,0.0005244412,0.08559623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0243445,"threshold_uncertainty_score":0.08144051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006156090117232502,"score_gpt":0.1992006040307614,"score_spread":0.1930445139135289,"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."}}