{"id":"W4399371052","doi":"10.7155/jgaa.v28i2.2925","title":"Min-$k$-planar Drawings of Graphs","year":2024,"lang":"en","type":"article","venue":"Journal of Graph Algorithms and Applications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Planar; Combinatorics; Planar graph; Outerplanar graph; Computer science; Mathematics; Pathwidth; Graph; Computer graphics (images); Line graph","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":[0.0002445902,0.00006374806,0.0001149838,0.0003658124,0.00007501679,0.00009353631,0.00020632,0.00002817612,0.000003485424],"category_scores_gemma":[0.000005570671,0.00005270534,0.00009338302,0.0008186364,0.00004129982,0.0002964184,0.00002114443,0.0000945628,0.000001918833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006120028,"about_ca_system_score_gemma":0.00006362892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003489091,"about_ca_topic_score_gemma":5.659882e-7,"domain_scores_codex":[0.9992983,0.00001371957,0.0003007244,0.0001194347,0.0001934963,0.00007433395],"domain_scores_gemma":[0.9994346,0.00009472003,0.0001233861,0.000106732,0.0001693734,0.00007114659],"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":[0.000002199109,0.00007856644,0.00006498132,0.00004478105,0.00006652554,0.000007651134,0.0002578172,0.000227454,0.00333838,0.6068977,0.001884507,0.3871294],"study_design_scores_gemma":[0.0004541035,0.0004172765,0.003589377,0.0001403691,0.00009143779,0.0006107151,0.00009154688,0.04302519,0.004717084,0.7584658,0.1881123,0.0002847644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006438619,0.004047497,0.9879117,0.001071076,0.0001749111,0.00007830811,0.000006359784,0.00001822285,0.0002533193],"genre_scores_gemma":[0.7757661,0.001049808,0.2224858,0.0001340385,0.0003577258,0.00001899484,0.00000598478,0.000009051848,0.0001724977],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7693275,"threshold_uncertainty_score":0.2149261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009399194379631248,"score_gpt":0.2529059861033371,"score_spread":0.2435067917237059,"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."}}