{"id":"W1721217740","doi":"10.70930/tac/d5nq5dv8","title":"Categories in Control","year":2015,"lang":"en","type":"preprint","venue":"Theory and applications of categories","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Symmetric monoidal category; Mathematics; Tensor product; Vector space; Monoidal category; Pure mathematics; Finite field; Hilbert space; Morphism; Field (mathematics); Algebra over a field; Product (mathematics); Tensor field; Discrete mathematics; Mathematical analysis; 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":[0.001786811,0.000932852,0.0007901841,0.003224568,0.002496918,0.006869358,0.001349342,0.002130568,0.01155041],"category_scores_gemma":[0.002297523,0.0003499308,0.0008324474,0.003232515,0.01054817,0.008426122,0.003207822,0.003139185,0.001794849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004302696,"about_ca_system_score_gemma":0.001578615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873626,"about_ca_topic_score_gemma":0.00200964,"domain_scores_codex":[0.9976885,0.0009885993,0.0001250023,0.0004523168,0.000515918,0.0002296146],"domain_scores_gemma":[0.9982911,0.000879107,0.0001115425,0.0002900576,0.0002806898,0.0001474643],"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":[0.000001312137,0.000001000024,0.00002377584,0.00001594585,0.000001711941,0.000009863956,0.0001326857,0.0000990015,0.00002625844,0.9962444,0.001167683,0.002276474],"study_design_scores_gemma":[0.000002752344,0.000004723275,0.00006539192,0.00002733464,0.000002246063,0.00004046457,0.0001123381,0.0004033421,0.00004412385,0.923466,0.07582691,0.000004277884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01629599,0.06251162,0.3469546,0.01581173,0.002544627,0.000153112,0.001166535,0.0009799548,0.553582],"genre_scores_gemma":[0.7549355,0.02562772,0.1099344,0.006454436,0.004272946,0.0008305061,0.00157533,0.0005718757,0.0957972],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01155041,"threshold_uncertainty_score":0.0386399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676739986210468,"score_gpt":0.2602934155129824,"score_spread":0.2435260156508777,"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."}}