{"id":"W4232636732","doi":"10.1002/jgt.20331","title":"The bond and cycle spaces of an infinite graph","year":2008,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Mathematics; Vertex (graph theory); Discrete mathematics; Combinatorics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005390648,0.0003893666,0.0004264802,0.002305354,0.001017261,0.002019153,0.0007367009,0.0006689965,0.005699154],"category_scores_gemma":[0.002121072,0.0002159824,0.0004871582,0.0009631257,0.002244301,0.003183664,0.00148983,0.001001011,0.0003985942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008018616,"about_ca_system_score_gemma":0.0002874098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697101,"about_ca_topic_score_gemma":0.000864949,"domain_scores_codex":[0.9994615,0.0001375161,0.00002497016,0.0001485733,0.0001326911,0.00009468658],"domain_scores_gemma":[0.9988587,0.0003189675,0.0002086475,0.0001589789,0.000179759,0.0002749257],"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":[0.00003309278,0.00001085086,0.0003845463,0.00001616766,0.000006680415,0.00004997622,0.0002659681,0.001265066,0.001198881,0.9913005,0.0003053324,0.005162934],"study_design_scores_gemma":[0.00001142759,0.00004955098,0.0006028687,0.00002184655,0.00001117376,0.0001514777,0.0002588264,0.0174979,0.001288677,0.9738591,0.006225244,0.00002188504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381997,0.001429455,0.129261,0.000691181,0.00008007505,0.00004924993,0.0003829395,0.0001834496,0.02972298],"genre_scores_gemma":[0.9767948,0.0003697838,0.01434721,0.00007702066,0.00005154233,0.0000492709,0.0003070716,0.00005945416,0.007943841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005699154,"threshold_uncertainty_score":0.01906556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194578577295751,"score_gpt":0.2318623896171806,"score_spread":0.2199166038442231,"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."}}