{"id":"W4409157006","doi":"10.1007/s00236-025-00483-1","title":"Visualization of bipartite graphs in limited window size","year":2025,"lang":"en","type":"article","venue":"Acta Informatica","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Technische Universität München","keywords":"Bipartite graph; Theory of computation; Window (computing); Computer science; Visualization; Graph drawing; Theoretical computer science; Combinatorics; Mathematics; Algorithm; Graph; Artificial intelligence; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0002168506,0.00007524508,0.0001401893,0.0003363768,0.00003125521,0.00008705106,0.0004754651,0.00004357086,0.00002220722],"category_scores_gemma":[0.0003809758,0.00006995811,0.00003261839,0.00175713,0.0000319605,0.001023572,0.0001604622,0.0000463738,0.00001748645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001511978,"about_ca_system_score_gemma":0.00006817404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008749196,"about_ca_topic_score_gemma":0.00000736356,"domain_scores_codex":[0.9991117,0.00002740075,0.0004685648,0.000084374,0.0001710104,0.0001369989],"domain_scores_gemma":[0.9992657,0.000133839,0.0001268772,0.0003529411,0.00008794219,0.00003272583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000616933,0.0001255047,0.009716414,0.0001673237,0.00002404602,8.662751e-7,0.0017588,0.0001373309,0.0004477908,0.9774454,0.004934125,0.005236215],"study_design_scores_gemma":[0.00136647,0.00008835125,0.04515012,0.0003446379,0.00001936662,0.000001909692,0.000261969,0.8977397,0.00737073,0.01143755,0.03590746,0.0003117144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09610902,0.0000462392,0.8291143,0.002139455,0.000449683,0.0005412634,0.00001724063,0.0003178515,0.07126493],"genre_scores_gemma":[0.9950897,0.00003906662,0.003270946,0.001382913,0.000002651264,0.000004401558,0.00002000317,0.00000241303,0.0001879541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9660079,"threshold_uncertainty_score":0.2852809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232327487995153,"score_gpt":0.2879504429206937,"score_spread":0.2756271680407421,"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."}}