{"id":"W4413966003","doi":"10.70930/tac/6tenal3z","title":"Enlargements of Categories","year":2005,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Mathematical and Theoretical Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006423538,0.0001127652,0.0003133147,0.00006547371,0.0000781215,0.000008955936,0.0001740161,0.00004943209,0.0005569796],"category_scores_gemma":[0.000182624,0.00008427101,0.00007213073,0.0002129649,0.0006102447,0.00007571743,0.00007203459,0.0000575167,0.00001468116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004815824,"about_ca_system_score_gemma":0.00001258909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003251504,"about_ca_topic_score_gemma":0.000002582225,"domain_scores_codex":[0.9991131,0.00006492165,0.0004112731,0.0001351633,0.0001515379,0.0001239954],"domain_scores_gemma":[0.9985827,0.0007545403,0.0001665359,0.0003231631,0.0001177517,0.00005530249],"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":[0.00002934575,0.0001912032,0.00004832405,0.000220809,0.00007139098,5.370316e-8,0.0005593238,9.190761e-7,0.0004190238,0.9891136,0.00005399836,0.009291983],"study_design_scores_gemma":[0.0001224017,0.00002259038,0.0000221115,0.00001018551,0.0001382372,0.000001382573,0.0006794923,0.00002585577,0.03391285,0.9618645,0.003116422,0.00008398314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3668922,0.001261553,0.5258633,0.0008664048,0.00002416699,0.0008386757,0.0001003755,0.0001394715,0.1040138],"genre_scores_gemma":[0.9931739,0.00005564705,0.005324441,0.0000214438,0.00004808324,0.00008106863,0.000007563292,0.000009728846,0.001278153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6262817,"threshold_uncertainty_score":0.6098536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400767695268531,"score_gpt":0.282528333244654,"score_spread":0.2685206562919687,"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."}}