{"id":"W2069969963","doi":"10.1016/s0304-3975(01)00245-6","title":"Restriction categories II: partial map classification","year":2003,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Subcategory; Monad (category theory); Classifier (UML); Partial derivative; Algebraic number; Artificial intelligence; Computer science; Pure mathematics; Functor","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011801,0.0001134873,0.0001487702,0.00008779776,0.0006212001,0.00004865709,0.0003937655,0.00009635704,0.0002848185],"category_scores_gemma":[0.0004534925,0.00009361078,0.00003658279,0.0003930246,0.003767232,0.000142194,0.0001167755,0.0001824039,0.00008723813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622896,"about_ca_system_score_gemma":0.0001093546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001230202,"about_ca_topic_score_gemma":6.022807e-7,"domain_scores_codex":[0.9985273,0.0002118014,0.0002359461,0.0003714668,0.0002737332,0.0003797341],"domain_scores_gemma":[0.9989904,0.0003102585,0.00006413857,0.0004197876,0.0000969375,0.0001184378],"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":[0.000007299073,0.00007041814,0.0001055158,0.000004269324,0.000002956704,0.000004190557,0.0003009399,0.000001471868,0.000497369,0.9977271,0.0002043731,0.00107408],"study_design_scores_gemma":[0.0001278899,0.0001878987,0.0002871575,0.000004192141,0.00001037621,0.00004189702,0.00003064803,0.003557227,0.00800961,0.9867018,0.0009261776,0.0001150694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3649602,0.00001173957,0.6190408,0.001545402,0.001397123,0.0001548476,7.670012e-7,0.000162035,0.01272711],"genre_scores_gemma":[0.9747935,0.000002698187,0.02484271,0.0001592869,0.0001210236,0.00001277772,7.177675e-7,0.000006436479,0.00006086537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6098333,"threshold_uncertainty_score":0.9989439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326460856778269,"score_gpt":0.304483170689957,"score_spread":0.2718370850121301,"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."}}