{"id":"W4391716630","doi":"10.1007/s00373-023-02747-4","title":"Parallel Connectivity in Edge-Colored Complete Graphs: Complexity Results","year":2024,"lang":"en","type":"article","venue":"Graphs and Combinatorics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dawson College","funders":"","keywords":"Combinatorics; Disjoint sets; Mathematics; Colored; Vertex (graph theory); Graph; Enhanced Data Rates for GSM Evolution; Discrete mathematics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001103602,0.0002778853,0.0003741595,0.0006538007,0.0002551662,0.0003551526,0.0008686368,0.0001190657,0.000003672276],"category_scores_gemma":[0.0001151812,0.0002624852,0.0001272493,0.002877686,0.0004098619,0.0006202667,0.0005027167,0.0005894565,0.00001834019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000669927,"about_ca_system_score_gemma":0.00007456058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009622423,"about_ca_topic_score_gemma":0.00007858552,"domain_scores_codex":[0.997346,0.0002763317,0.0004001139,0.0008965784,0.0004464,0.0006345712],"domain_scores_gemma":[0.9982126,0.0006775803,0.00006251323,0.000715978,0.0001107148,0.0002206554],"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":[0.00005927594,0.000127031,0.001544396,0.00005927188,0.00002433523,0.000131106,0.0005543858,0.00001735692,0.0000852532,0.9927572,0.0004841358,0.004156249],"study_design_scores_gemma":[0.001113183,0.000228743,0.01927413,0.00005769782,0.000004502702,0.00002661871,0.00004297298,0.02202169,0.00005864672,0.9533685,0.003492813,0.0003104359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979119,0.007515965,0.07772027,0.003437993,0.002613808,0.001349812,0.0001332186,0.001449878,0.007867148],"genre_scores_gemma":[0.9969633,0.0003769722,0.002372575,0.00009583557,0.000009044141,0.00005311181,0.00001101369,0.00001890535,0.00009923449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0990514,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001545148909529,"score_gpt":0.2940527677184181,"score_spread":0.2440373162293228,"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."}}