{"id":"W4249553598","doi":"10.1002/jgt.20202","title":"Between ends and fibers","year":2006,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Combinatorics; Equivalence relation; Disjoint sets; Vertex (graph theory); Graph; Discrete mathematics","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":[0.0019292,0.0001062787,0.000211783,0.0004798023,0.00010954,0.00008135247,0.0007230376,0.00004847615,0.00001176561],"category_scores_gemma":[0.00006483551,0.00008363574,0.0001261485,0.0004728538,0.0002203347,0.000603635,0.0001341663,0.0002995174,0.000004072785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001832059,"about_ca_system_score_gemma":0.00003796566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001893587,"about_ca_topic_score_gemma":6.50101e-7,"domain_scores_codex":[0.9986468,0.0002617157,0.0003282775,0.0001470717,0.0003643762,0.0002517724],"domain_scores_gemma":[0.9986801,0.0005689401,0.000226378,0.0002680433,0.00013291,0.0001236449],"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":[0.00004050042,0.00002991978,0.00808548,0.000008466292,0.00004526383,0.00006835692,0.0001580541,0.00003523074,0.001342994,0.9463375,0.0005243936,0.04332382],"study_design_scores_gemma":[0.0003678325,0.0001647172,0.01754515,0.00002044741,0.00001005361,0.0001296541,0.00003639455,0.00002011139,0.001878616,0.9780085,0.001720633,0.00009790061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4014084,0.002267005,0.5897284,0.0006621231,0.0002415417,0.00007705243,0.000002870094,0.00004353788,0.005569081],"genre_scores_gemma":[0.9820083,0.00005587679,0.01737598,0.0000669253,0.0001759655,7.497517e-7,2.546001e-7,0.000009526343,0.0003063942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5806,"threshold_uncertainty_score":0.3410566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167765994295173,"score_gpt":0.2656986678228765,"score_spread":0.2540210078799248,"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."}}