{"id":"W3183438183","doi":"10.70930/tac/w2azxuos","title":"Locally anisotropic toposes II","year":2021,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Topos theory; Mathematics; Computer science; Pure mathematics; Art","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":[0.0003282862,0.0003639162,0.0003627847,0.001147956,0.001047262,0.002574288,0.0002534435,0.0004908777,0.006050004],"category_scores_gemma":[0.0007264605,0.0002125689,0.0004421476,0.0005729661,0.002220424,0.002427938,0.001883054,0.001234425,0.0009364536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007239128,"about_ca_system_score_gemma":0.0002514003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009267984,"about_ca_topic_score_gemma":0.0007651898,"domain_scores_codex":[0.9993199,0.00008554306,0.00003763311,0.0001716713,0.0002388303,0.0001464338],"domain_scores_gemma":[0.9993613,0.00009781735,0.0001128467,0.000124667,0.0001365717,0.0001668533],"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":[0.00002902998,0.000007808361,0.001134653,0.00004429188,0.00001187674,0.0002897816,0.000875544,0.0003544542,0.005803689,0.9848914,0.0007117765,0.005845706],"study_design_scores_gemma":[0.00001786805,0.00007595352,0.006085084,0.00006469475,0.00005624049,0.001785174,0.002105468,0.003535419,0.00467968,0.9192377,0.06231612,0.00004065786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6688621,0.001460301,0.08995267,0.0007960549,0.0002298046,0.00008235149,0.0007059711,0.0005154607,0.2373954],"genre_scores_gemma":[0.9716066,0.0003969176,0.01020469,0.0001164172,0.0001312334,0.0000376855,0.0003438201,0.00009737936,0.01706534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006050004,"threshold_uncertainty_score":0.02023923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452015243784197,"score_gpt":0.2746989029473264,"score_spread":0.2601787505094845,"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."}}