{"id":"W4414243250","doi":"10.5802/igt.10","title":"Product Structure of Graph Classes with Strongly Sublinear Separators","year":2025,"lang":"lv","type":"article","venue":"Innovations in Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Oxford; Grantová Agentura České Republiky; Merton College, University of Oxford","keywords":"Sublinear function; Treewidth; Graph; Bounded function; Line graph; Voltage graph; Graph property; Graph factorization; Clique-width; Distance-hereditary graph","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212692,0.0005059431,0.0005929673,0.001400875,0.001277255,0.002229052,0.001002301,0.0006375439,0.009617088],"category_scores_gemma":[0.002943546,0.0006506376,0.0009942799,0.001258927,0.002427498,0.005345439,0.001948962,0.001222509,0.000912862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408482,"about_ca_system_score_gemma":0.0005327074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351103,"about_ca_topic_score_gemma":0.001433535,"domain_scores_codex":[0.9986935,0.0001668823,0.00007580173,0.0005253504,0.0002987405,0.0002397679],"domain_scores_gemma":[0.9949201,0.001699844,0.001047976,0.0008367322,0.0007163365,0.0007789865],"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":[0.000262592,0.0001134832,0.009975062,0.0001406547,0.00006687401,0.0004534918,0.001317312,0.007258417,0.009107008,0.9544336,0.001888193,0.01498335],"study_design_scores_gemma":[0.00008235178,0.0002131844,0.006296916,0.00004512995,0.000111067,0.0009116366,0.0007552766,0.07141559,0.0172468,0.8898596,0.01300634,0.00005593817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165065,0.0001623372,0.1664036,0.0003699129,0.00002415905,0.00005991997,0.0007901991,0.0005995413,0.01508383],"genre_scores_gemma":[0.969068,0.0001195598,0.02048635,0.00008347086,0.00004094488,0.00008553274,0.001477955,0.0001798725,0.00845844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009617088,"threshold_uncertainty_score":0.03217238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529640984724109,"score_gpt":0.3071461678948458,"score_spread":0.2918497580476047,"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."}}