{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328353,0.0006427403,0.000377388,0.0009037619,0.001787995,0.003925064,0.0004123185,0.0009887754,0.01046153],"category_scores_gemma":[0.003224582,0.0002254168,0.0003287369,0.0005964888,0.002295446,0.004435329,0.002709827,0.002356549,0.001033593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370635,"about_ca_system_score_gemma":0.0008853029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004260145,"about_ca_topic_score_gemma":0.0006052156,"domain_scores_codex":[0.9992062,0.000278314,0.00002710693,0.0001817723,0.0002013209,0.00010525],"domain_scores_gemma":[0.9984108,0.0005385002,0.00009345503,0.0001126504,0.0003198969,0.0005246926],"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":[0.00003372768,0.000008185461,0.0002611253,0.00006971309,0.000005902432,0.0001052798,0.001709306,0.0004393822,0.002203431,0.9671243,0.01914102,0.008898586],"study_design_scores_gemma":[0.00001612645,0.00005288145,0.001208737,0.00008596982,0.00001211162,0.0004829464,0.001755395,0.002308312,0.002657026,0.7356946,0.2556792,0.00004664961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3982969,0.01890588,0.1152478,0.08755635,0.01024905,0.0002145347,0.0009336551,0.0004878739,0.3681079],"genre_scores_gemma":[0.8455104,0.006409771,0.01555528,0.003269331,0.003156317,0.0001710729,0.0004397612,0.0002773691,0.1252108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046153,"threshold_uncertainty_score":0.03499734,"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."}}