{"id":"W3089016025","doi":"10.70930/tac/53z21v7t","title":"Enriched locally generated categories","year":2022,"lang":"en","type":"preprint","venue":"Theory and applications of categories","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grantová Agentura České Republiky","keywords":"Duality (order theory); Banach space; Mathematics; Factorization; Pure mathematics; Point (geometry); Discrete mathematics; Algorithm; Geometry","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":[0.0006192048,0.0003321052,0.0002836872,0.001083627,0.0006918131,0.001153616,0.0005554069,0.0004980462,0.007221197],"category_scores_gemma":[0.0009372807,0.0001462762,0.0003354827,0.0005513955,0.001289755,0.002901401,0.002169875,0.0007231857,0.0007646016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762767,"about_ca_system_score_gemma":0.0003559298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006254868,"about_ca_topic_score_gemma":0.0005071771,"domain_scores_codex":[0.9994777,0.0001206388,0.00003146753,0.0001010318,0.0001682559,0.0001009939],"domain_scores_gemma":[0.999527,0.0001149411,0.00005198093,0.00006912317,0.0001522556,0.00008479969],"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":[0.000008574223,0.000006185601,0.0003464478,0.00003768376,0.000005534704,0.0001042572,0.0003474497,0.0003309961,0.00185842,0.9917949,0.0006180472,0.004541536],"study_design_scores_gemma":[0.000008288678,0.00006670956,0.001834516,0.00005835327,0.00001741315,0.0009074607,0.0006202169,0.005410222,0.003534463,0.9061598,0.08136078,0.0000218002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3200617,0.003918466,0.4911304,0.001531899,0.0003018364,0.0001386996,0.001019739,0.0008389879,0.1810582],"genre_scores_gemma":[0.9238197,0.0007746141,0.04906648,0.0003580558,0.000159113,0.0001197405,0.0004940411,0.00008410093,0.02512415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007221197,"threshold_uncertainty_score":0.02415729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047998925209527,"score_gpt":0.2987854212725447,"score_spread":0.2783054320204494,"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."}}