{"id":"W4220914713","doi":"10.4171/owr/2021/8","title":"Nonpositively Curved Complexes","year":2022,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Geometry; Computer science; Physics","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":[],"category_scores_codex":[0.000652243,0.0001241123,0.0002229681,0.0002169951,0.0005037304,0.0001157963,0.000683787,0.0000231898,0.0009627884],"category_scores_gemma":[0.0000991991,0.0001078386,0.0001428438,0.001640477,0.00004363091,0.0002642379,0.001284342,0.0001921261,0.00004040492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005847692,"about_ca_system_score_gemma":0.00004317726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002947314,"about_ca_topic_score_gemma":0.000007541116,"domain_scores_codex":[0.9980488,0.0001346521,0.0003679419,0.0005702963,0.000578139,0.0003001342],"domain_scores_gemma":[0.9987338,0.0000862769,0.0002229706,0.0007873477,0.00005298089,0.0001166801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003540014,0.002747249,0.1460187,0.00003256471,0.0006625544,0.02701041,0.001323145,0.004886547,0.004953277,0.2293658,0.1520669,0.4308975],"study_design_scores_gemma":[0.0002801807,0.0003533459,0.1630188,0.0000031875,0.00004647248,0.002911977,0.0001095525,0.00391777,0.001663376,0.02673371,0.8002526,0.0007090879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3245213,0.001454059,0.5813121,0.007216706,0.002285788,0.0005979176,0.0001200992,0.00130807,0.08118397],"genre_scores_gemma":[0.9902225,0.000004196912,0.005734713,0.0005705114,0.00003301744,0.0000418973,0.00005555927,0.000005102053,0.003332578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6657011,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686986077158095,"score_gpt":0.2313657520613112,"score_spread":0.2144958912897302,"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."}}