{"id":"W4401894174","doi":"10.3390/a17090377","title":"Star Bicolouring of Bipartite Graphs","year":2024,"lang":"en","type":"article","venue":"Algorithms","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bipartite graph; Star (game theory); Combinatorics; Mathematics; Computer science; Graph; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001030668,0.00005037959,0.00006242983,0.0001436027,0.00002920797,0.00007380399,0.0001368879,0.00002364149,0.0000596534],"category_scores_gemma":[0.000007418959,0.0000465157,0.0000423821,0.0004448495,0.00002540462,0.0002837148,0.00004465559,0.00005369323,0.00003860077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001131004,"about_ca_system_score_gemma":0.00003761255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156065,"about_ca_topic_score_gemma":0.000003781479,"domain_scores_codex":[0.999498,0.00001426869,0.0001219556,0.000152209,0.0001189601,0.00009460124],"domain_scores_gemma":[0.9997274,0.00003700594,0.00002027404,0.0001500934,0.00003037318,0.00003479576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001132715,0.00002449708,0.00063023,0.00004465285,0.00004338995,0.00004216629,0.0008698155,0.0009828642,0.001685389,0.1630708,0.0007363894,0.8318686],"study_design_scores_gemma":[0.0001194727,0.00004964775,0.003911554,0.00005395409,0.000007467654,0.0000310234,0.00002552238,0.974957,0.005009315,0.006219612,0.009481104,0.0001343049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01337132,0.0003907204,0.9827158,0.0006755503,0.0009121488,0.00007352221,0.000003559248,0.0002892479,0.001568132],"genre_scores_gemma":[0.8369079,0.00009557582,0.1625553,0.00008135576,0.00004015015,0.000006296664,0.000002103367,0.000007103758,0.0003042429],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9739742,"threshold_uncertainty_score":0.1896855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267034573796694,"score_gpt":0.2475894493512202,"score_spread":0.2349191036132533,"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."}}