{"id":"W4394818542","doi":"10.1556/012.2024.04305","title":"A Combinatorial Construction of Bi-Cyclic 4-Polytopes","year":2024,"lang":"en","type":"article","venue":"Studia Scientiarum Mathematicarum Hungarica","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Polytope; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001526668,0.0003468756,0.0003401735,0.001293826,0.001016294,0.001556526,0.0006115542,0.0004716282,0.009362388],"category_scores_gemma":[0.0006212622,0.0003740922,0.0003556457,0.0007371827,0.001258241,0.0009148472,0.00135888,0.001443323,0.001332556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683345,"about_ca_system_score_gemma":0.0003288657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004851561,"about_ca_topic_score_gemma":0.0005291112,"domain_scores_codex":[0.9997044,0.00004067264,0.00001167687,0.00005292045,0.0001147438,0.00007550612],"domain_scores_gemma":[0.9995906,0.00009883113,0.00006906965,0.00005831104,0.00006713921,0.0001160822],"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":[0.0001454158,0.00007791835,0.0008620577,0.0001297441,0.00001234184,0.0006379325,0.0003379031,0.01200932,0.02928487,0.9196556,0.003623079,0.03322387],"study_design_scores_gemma":[0.0001351545,0.0004497505,0.003847311,0.0001177046,0.00003213405,0.003009612,0.001216669,0.1199619,0.03636605,0.7454461,0.08925844,0.000159068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6739697,0.0005236558,0.2053611,0.0005421617,0.0002174624,0.0002193565,0.0007695379,0.0003774636,0.1180196],"genre_scores_gemma":[0.8743564,0.0004045962,0.1033936,0.0001296565,0.0001261058,0.0002344218,0.0007610269,0.0001234741,0.02047059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009362388,"threshold_uncertainty_score":0.03132033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006343908250763578,"score_gpt":0.2096273313202899,"score_spread":0.2032834230695263,"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."}}