{"id":"W2032433601","doi":"10.4153/cmb-2009-028-9","title":"Essential Surfaces in Graph Link Exteriors","year":2009,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Torus; Graph; Euler characteristic; Link (geometry); Manifold (fluid mechanics); Combinatorics; Pure mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003272718,0.0002958826,0.0004069192,0.00195045,0.0009088395,0.001376314,0.0002663908,0.0004288157,0.002757439],"category_scores_gemma":[0.001377851,0.0001890686,0.0002467513,0.0006468685,0.002463622,0.00170398,0.0020775,0.000523767,0.0002258998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302575,"about_ca_system_score_gemma":0.0001838989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005228975,"about_ca_topic_score_gemma":0.0004534659,"domain_scores_codex":[0.9996883,0.00005565646,0.00001462179,0.00005623465,0.0001195666,0.00006571633],"domain_scores_gemma":[0.999415,0.0001338493,0.0001208703,0.00006929851,0.00009395898,0.0001669222],"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":[0.00009794757,0.00004239474,0.009019572,0.00008085473,0.00001331362,0.001177191,0.001349883,0.004066171,0.006330919,0.9645113,0.001106189,0.01220424],"study_design_scores_gemma":[0.00002757543,0.0000739305,0.01091591,0.00006255555,0.00003017938,0.002250521,0.001545817,0.01828887,0.005334642,0.9476657,0.01377694,0.00002736702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660239,0.000160267,0.01389104,0.0001616656,0.00002228941,0.000008691801,0.00005561126,0.0001045758,0.01957183],"genre_scores_gemma":[0.9969273,0.00007650488,0.001180398,0.00001505853,0.00001494493,0.0000034877,0.00006461307,0.00001637057,0.001701229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002757439,"threshold_uncertainty_score":0.009224534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641448924359817,"score_gpt":0.2628456272390398,"score_spread":0.2464311379954416,"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."}}