{"id":"W2402378065","doi":"","title":"Maximum Genus Embeddings and Genus Embeddings on Orientable Surfaces.","year":2013,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"semigroups and automata theory","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Genus; Mathematics; Combinatorics; Pure mathematics; Zoology; Biology","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":[0.0004151731,0.0005650204,0.0004977289,0.001664391,0.001507675,0.002856063,0.0007447047,0.001146793,0.008807212],"category_scores_gemma":[0.003188496,0.0004804614,0.0005942386,0.0009009083,0.002717937,0.005742044,0.003233207,0.001703587,0.001280502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723072,"about_ca_system_score_gemma":0.0001906837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003077372,"about_ca_topic_score_gemma":0.0004819864,"domain_scores_codex":[0.999472,0.0001083447,0.00003438523,0.0001274169,0.0001399616,0.0001178857],"domain_scores_gemma":[0.9984366,0.0007856079,0.0002228711,0.0002131162,0.0001254273,0.0002162177],"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":[0.0000479759,0.00001662666,0.0004342754,0.00005061011,0.000005455419,0.0001622318,0.0003486231,0.0009330044,0.001578682,0.9848723,0.001856693,0.009693434],"study_design_scores_gemma":[0.000009442924,0.00001175402,0.0003492961,0.00002212525,0.000006979024,0.0001925039,0.0002297144,0.002364584,0.0007437206,0.9918272,0.004233687,0.000008980793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5956202,0.004559279,0.163234,0.00282875,0.0008592173,0.00005991717,0.0005117122,0.0008119284,0.2315149],"genre_scores_gemma":[0.9682319,0.0009519548,0.01341492,0.0002275767,0.000304086,0.00005036964,0.0002398175,0.0001389419,0.01644055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008807212,"threshold_uncertainty_score":0.02946305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546579958146799,"score_gpt":0.2168518865474263,"score_spread":0.2093053065892795,"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."}}