{"id":"W4289494340","doi":"10.48550/arxiv.1809.09305","title":"Resolvable Cycle Decompositions of Complete Multigraphs and Complete\\n Equipartite Multigraphs via Layering and Detachment","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Layering; Mathematics; Combinatorics; Biology; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002552774,0.0005748242,0.0002666266,0.0008892916,0.0007332357,0.0009577879,0.0005696295,0.0004269076,0.004899688],"category_scores_gemma":[0.0008349987,0.0004181566,0.0009028518,0.0006098467,0.0007082694,0.001661293,0.001182136,0.001432257,0.0007131847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007157762,"about_ca_system_score_gemma":0.0004564179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764497,"about_ca_topic_score_gemma":0.003712604,"domain_scores_codex":[0.9996873,0.00004860739,0.00001596992,0.0001014237,0.00007226928,0.00007445115],"domain_scores_gemma":[0.9994268,0.0001431541,0.0001067613,0.0001730336,0.00006616292,0.00008416272],"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":[0.0001709967,0.0001125778,0.001041892,0.0002379283,0.00004469721,0.0004813765,0.0009059208,0.04888271,0.03907551,0.805973,0.00561887,0.0974545],"study_design_scores_gemma":[0.00005025784,0.0001206351,0.001522815,0.0001081155,0.0000500506,0.0006147026,0.0004356158,0.1639893,0.02311363,0.7749351,0.03499302,0.00006678369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1981445,0.0004315403,0.7646071,0.0003109947,0.00007040558,0.0001445162,0.0005344959,0.0004376235,0.03531887],"genre_scores_gemma":[0.6152725,0.0006537553,0.359818,0.0002638694,0.0000633448,0.0002252293,0.001404024,0.000205137,0.02209413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004899688,"threshold_uncertainty_score":0.01639104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705176111859937,"score_gpt":0.178765948847008,"score_spread":0.1317141877284086,"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."}}