{"id":"W4321372229","doi":"10.1017/s096012952200038x","title":"Monoidal reverse differential categories","year":2022,"lang":"en","type":"article","venue":"Mathematical Structures in Computer Science","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Mount Allison University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Differential (mechanical device); Symmetric monoidal category; Computer science; Theoretical computer science; Mathematics; Algebra over a field; Pure mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262563,0.0004093777,0.0004013496,0.001717019,0.001211917,0.001971979,0.0008459211,0.0007892483,0.006150913],"category_scores_gemma":[0.002167278,0.0002792035,0.0006730465,0.001211441,0.003273826,0.003899169,0.003165368,0.001605258,0.000702938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299839,"about_ca_system_score_gemma":0.0007381366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625935,"about_ca_topic_score_gemma":0.0008387304,"domain_scores_codex":[0.9985387,0.000328485,0.0001029711,0.0003534916,0.0004793821,0.0001970234],"domain_scores_gemma":[0.9977201,0.0004811889,0.0002538711,0.0004801773,0.0008242399,0.0002404467],"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":[0.0000082943,0.00000450599,0.0002182888,0.00001403132,0.000002681067,0.0000559022,0.0001508766,0.0003724737,0.0006187892,0.9952749,0.0004156098,0.002863632],"study_design_scores_gemma":[0.000009236787,0.00002783534,0.0004605281,0.0000264521,0.000009758514,0.000545127,0.0002338751,0.008417434,0.00163732,0.9577791,0.03083511,0.00001811382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2132626,0.001617905,0.6601012,0.00221612,0.0004399186,0.0001588404,0.001096088,0.001021297,0.1200861],"genre_scores_gemma":[0.9079389,0.0005217174,0.07025217,0.0006083246,0.0002151483,0.000111747,0.000564978,0.0001198751,0.01966707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006150913,"threshold_uncertainty_score":0.02057683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784311639969774,"score_gpt":0.2500368813857108,"score_spread":0.232193764986013,"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."}}