{"id":"W4406142000","doi":"10.1137/1.9781611978322.110","title":"Planar Graphs in Blowups of Fans","year":2025,"lang":"en","type":"book-chapter","venue":"Society for Industrial and Applied Mathematics eBooks","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Social Sciences and Humanities Research Council; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001029127,0.0004395971,0.0003012464,0.000649367,0.0005623265,0.0006475571,0.000421631,0.0003309743,0.008577972],"category_scores_gemma":[0.0006965117,0.0003396492,0.0004271833,0.000597658,0.0008349824,0.001529846,0.001107471,0.0008447422,0.0009766676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411645,"about_ca_system_score_gemma":0.0001558064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007900824,"about_ca_topic_score_gemma":0.001115728,"domain_scores_codex":[0.9998791,0.00001480896,0.000003366478,0.0000372152,0.00004756888,0.00001797126],"domain_scores_gemma":[0.9998066,0.0000688493,0.00002759042,0.0000409263,0.00002964297,0.00002649597],"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":[0.0001086753,0.00002281396,0.0003603808,0.0003078205,0.00002108571,0.0004856396,0.0003878251,0.02547792,0.01529291,0.8533412,0.009112857,0.09508096],"study_design_scores_gemma":[0.00002802466,0.00008870414,0.001477805,0.0001037779,0.00004057985,0.001135635,0.0003691743,0.04485387,0.01039498,0.8069307,0.1345538,0.00002308449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3355588,0.005178235,0.3334718,0.001359792,0.0005116321,0.0001438682,0.0006421948,0.00132637,0.3218073],"genre_scores_gemma":[0.8094914,0.003474477,0.09062419,0.0003978614,0.0002487582,0.00009771613,0.0009788831,0.0003734791,0.09431314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008577972,"threshold_uncertainty_score":0.02869618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531187485176512,"score_gpt":0.2729049954355485,"score_spread":0.2175931205837834,"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."}}