{"id":"W4392733108","doi":"10.1017/9781108874144.020","title":"Algebraic topology","year":2024,"lang":"en","type":"other","venue":"","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Algebraic topology; Topology (electrical circuits); Algebraic number; Mathematics; Algebra over a field; Pure mathematics; Combinatorics; Mathematical analysis; Homotopy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005013531,0.0002130517,0.0002948249,0.0001696808,0.000007416439,0.00001273446,0.0002077664,0.0003620273,0.04644871],"category_scores_gemma":[0.0001075028,0.0001741008,0.00008266525,0.0000782587,0.00007327827,0.00000892508,0.0001280757,0.0002807892,0.009953614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838969,"about_ca_system_score_gemma":0.00001911939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001207204,"about_ca_topic_score_gemma":0.000130867,"domain_scores_codex":[0.999193,0.00001682145,0.0001603245,0.000310816,0.0001196665,0.0001993374],"domain_scores_gemma":[0.9992751,0.00008077869,0.000066869,0.0005292945,0.000007283242,0.00004060055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[1.549677e-7,0.000005735338,1.955119e-7,0.0001168735,0.00003380224,0.00001568206,0.000009945386,7.756032e-10,7.420956e-7,0.4992785,0.5002327,0.0003057172],"study_design_scores_gemma":[0.00002699382,0.000005478673,3.025909e-8,0.00005167457,0.00002076196,0.000007599005,0.000007217043,2.939346e-7,0.0000151542,0.504375,0.4953913,0.00009851089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001171021,0.001221519,0.006474491,0.0003348398,0.001471941,0.000172069,0.00001277476,0.001273483,0.9890377],"genre_scores_gemma":[0.00001046625,0.0000458505,0.06826926,0.0002138274,0.0007660715,0.0000190038,0.000003887821,0.0009734816,0.9296982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06179477,"threshold_uncertainty_score":0.9908172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162983612092008,"score_gpt":0.3590267153049211,"score_spread":0.3173968791840011,"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."}}