{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004092713,0.0003428414,0.0004772261,0.0002947803,0.0004063486,0.0003960564,0.002192929,0.0001913914,0.00009262268],"category_scores_gemma":[0.0007169146,0.0003982291,0.0002174175,0.0006602856,0.0003129473,0.0002359985,0.006097311,0.0007361181,0.000004059139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036458,"about_ca_system_score_gemma":0.0004298243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223263,"about_ca_topic_score_gemma":0.0004725222,"domain_scores_codex":[0.9924333,0.004656795,0.0007136154,0.001099527,0.0006733762,0.0004233777],"domain_scores_gemma":[0.9937608,0.001746417,0.0006403032,0.00215271,0.001481724,0.000218043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001501531,0.002412786,0.01581851,0.0006906984,0.0002057957,0.000020122,0.03407769,0.01336388,0.001058767,0.6098249,0.001134807,0.321377],"study_design_scores_gemma":[0.0007314282,0.000002322846,0.08481881,0.0004469622,0.00005228143,0.00003160542,0.0001373942,0.8404255,0.004561301,0.06411106,0.003880587,0.0008007406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07665309,0.000723619,0.9065523,0.00672313,0.0005563282,0.0005327574,0.00007007086,0.0003144193,0.007874257],"genre_scores_gemma":[0.7480526,0.0001653591,0.25081,0.00005276474,0.00001834813,0.00005477438,0.0002161571,0.00002451872,0.0006055057],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8270616,"threshold_uncertainty_score":0.9998469,"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."}}