{"id":"W1990285456","doi":"10.1007/pl00001293","title":"Cellular Structures Determined by Polygons and Trees","year":2001,"lang":"en","type":"article","venue":"Annals of Combinatorics","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Polytope; Combinatorics; Moduli space; Polyhedron; Integer (computer science); Space (punctuation); Enumeration; Pure mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145764,0.0001083081,0.000217386,0.0001660459,0.00007104065,0.00006031241,0.0005981033,0.00006182608,0.00002291495],"category_scores_gemma":[0.0001046248,0.00008514064,0.00005468777,0.001072781,0.00007088904,0.0002319374,0.0002207885,0.00006828157,0.000003642866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002801263,"about_ca_system_score_gemma":0.000009984263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000773735,"about_ca_topic_score_gemma":0.000002302779,"domain_scores_codex":[0.9990876,0.00003924313,0.0001973833,0.000233744,0.000227357,0.0002146533],"domain_scores_gemma":[0.9991972,0.0001194032,0.00009864001,0.0003782768,0.00008734706,0.0001190807],"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":[0.00001542081,0.0003995462,0.01509824,0.00001790152,0.0001221277,0.00007210285,0.000152526,0.00001018715,0.004210637,0.8439094,0.02920439,0.1067876],"study_design_scores_gemma":[0.0007009763,0.0008716768,0.02889074,0.000009802115,0.00004278544,0.00002494636,0.00004261494,0.002955118,0.05024935,0.7966191,0.1190332,0.0005596947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392198,0.005291149,0.04995652,0.003382534,0.0001930974,0.00007129478,0.00002491864,0.00008394787,0.001776709],"genre_scores_gemma":[0.9981349,0.0007717537,0.000316548,0.000245138,0.00001051005,0.000001344749,0.000006871864,0.000002978868,0.0005099585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062279,"threshold_uncertainty_score":0.3471934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134408109571775,"score_gpt":0.2736930031292617,"score_spread":0.242348922033544,"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."}}