{"id":"W4280490155","doi":"","title":"Central Submonads and Notions of Computation","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Computation; Computer science; History; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191418,0.001014208,0.001269739,0.00420289,0.003691613,0.008094775,0.001928262,0.002413035,0.006516455],"category_scores_gemma":[0.006239083,0.0007758999,0.001433059,0.003872228,0.01550716,0.01317589,0.006053793,0.005504187,0.0007082769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003836496,"about_ca_system_score_gemma":0.001085303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313305,"about_ca_topic_score_gemma":0.0008284465,"domain_scores_codex":[0.9973569,0.001002586,0.0001603636,0.0006477443,0.0005158106,0.0003166327],"domain_scores_gemma":[0.9947943,0.003620997,0.0002798147,0.0005761054,0.0003396316,0.0003890522],"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":[0.00000707989,0.000002710679,0.00002168005,0.000007316169,0.000001325355,0.000005508563,0.00006080592,0.00008009995,0.00004775143,0.9991444,0.0001112449,0.0005100524],"study_design_scores_gemma":[0.000006719082,0.000003348367,0.00002711183,0.000005306797,0.000002643983,0.0000118802,0.00003338586,0.0005757168,0.00006619919,0.9978458,0.001419142,0.000002807152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1899243,0.01177947,0.5424132,0.01073133,0.001264003,0.0001391133,0.000498191,0.0006680852,0.2425824],"genre_scores_gemma":[0.9239672,0.00201722,0.05292497,0.0009481913,0.0009806277,0.000371094,0.0002385065,0.0001542786,0.01839795],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008094775,"threshold_uncertainty_score":0.02783585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654249954047612,"score_gpt":0.2358667682350599,"score_spread":0.2193242686945838,"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."}}