{"id":"W3093281916","doi":"10.2140/agt.2024.24.3291","title":"Strongly shortcut spaces","year":2024,"lang":"en","type":"article","venue":"Algebraic & Geometric Topology","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Antipodal point; Lemma (botany); Geodesic; Group action; Pure mathematics; Lipschitz continuity; Metric space; Embedding; Combinatorics; Group (periodic table); Discrete mathematics; Mathematical analysis; Geometry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009179199,0.0005044982,0.0008080713,0.003768681,0.0002008891,0.0001590408,0.0007096872,0.0004987837,0.00750623],"category_scores_gemma":[0.0021381,0.0004379646,0.0003456548,0.006791139,0.0005193744,0.0002551799,0.0003139505,0.0007294868,0.001649674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470433,"about_ca_system_score_gemma":0.0002102806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518229,"about_ca_topic_score_gemma":0.0000458011,"domain_scores_codex":[0.9962756,0.0001972746,0.0007713338,0.001002547,0.0005067443,0.001246479],"domain_scores_gemma":[0.9953218,0.003345062,0.0001391562,0.0007873573,0.0001063277,0.0003002614],"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":[0.00001563024,0.0001503805,0.001927048,0.0001463712,0.0003538722,0.0003275939,0.0002897419,0.000003400863,0.0000565836,0.8894111,0.05613649,0.05118179],"study_design_scores_gemma":[0.000793293,0.0008341239,0.004159902,0.00005499589,0.0003714102,0.001031437,0.001038833,0.0002437182,0.0006097144,0.7474732,0.2423478,0.001041569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791627,0.02006336,0.0332752,0.008948219,0.006975099,0.0007649882,0.00005361009,0.00200578,0.04875102],"genre_scores_gemma":[0.9790862,0.0002280117,0.003509269,0.0003156447,0.0008186666,0.00006278879,0.00002177132,0.0000968197,0.01586082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862113,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384482948692618,"score_gpt":0.3148799869309681,"score_spread":0.2810351574440419,"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."}}