{"id":"W2803538861","doi":"10.48550/arxiv.1805.10051","title":"Causal dynamics of discrete manifolds","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Compute Canada","funders":"","keywords":"Decidability; Cellular automaton; Manifold (fluid mechanics); Bounded function; Automaton; Discrete time and continuous time; Mathematics; Subject (documents); Pure mathematics; Discrete mathematics; Computer science; Theoretical computer science; Algorithm; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001190521,0.0001965445,0.0002365699,0.0001469447,0.00009083149,0.00005614834,0.001976329,0.0001950438,0.0000294075],"category_scores_gemma":[0.000006772208,0.0002277211,0.0001668931,0.0004086715,0.0001490881,0.000170337,0.002323873,0.0002292121,0.00009897975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234409,"about_ca_system_score_gemma":0.0001321107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196612,"about_ca_topic_score_gemma":0.0001235451,"domain_scores_codex":[0.9987652,0.0000473119,0.0001762347,0.0007173765,0.00007793336,0.0002158902],"domain_scores_gemma":[0.9979331,0.00003860016,0.0002376741,0.001566682,0.0001231619,0.0001008202],"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":[0.000004680872,0.00006649952,0.001012982,0.0000676471,0.00006313313,0.000058155,0.0001047561,0.006524472,0.00007088243,0.9912456,0.0003780335,0.0004031355],"study_design_scores_gemma":[0.0001555276,0.00003128319,0.001546722,0.00004130463,0.0000510168,0.000004050543,0.00002246529,0.9125121,0.0002772729,0.08450202,0.0005776935,0.0002786002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1255329,0.00001622039,0.865069,0.0001029513,0.0002499545,0.0001717838,0.00005324229,0.000170557,0.008633341],"genre_scores_gemma":[0.994673,0.00004197234,0.003118814,0.00001844233,0.00004543143,7.453854e-7,0.00006434789,0.00001215616,0.002025081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9067436,"threshold_uncertainty_score":0.9286197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118715461299179,"score_gpt":0.1890187669869609,"score_spread":0.1478316123739691,"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."}}