{"id":"W2976780282","doi":"10.3390/e22111224","title":"Toy Models of Top Down Causation","year":2020,"lang":"en","type":"article","venue":"Entropy","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Foundational Questions Institute","keywords":"Causation; Property (philosophy); Probabilistic logic; Quantum cellular automaton; Top-down and bottom-up design; Consciousness; Cellular automaton; Automaton","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":[0.00002616885,0.00003542817,0.00005484669,0.00001287247,0.0000238124,0.00002108085,0.0002546047,0.00001439881,0.00002686495],"category_scores_gemma":[0.000005908368,0.00003336997,0.00002629033,0.0001536681,0.000009258781,0.0001507815,0.00006723606,0.00002831669,0.00006159955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006484158,"about_ca_system_score_gemma":0.00001724748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001109383,"about_ca_topic_score_gemma":3.232435e-7,"domain_scores_codex":[0.9996101,0.000009852216,0.0000933233,0.0001216823,0.00009904368,0.0000659566],"domain_scores_gemma":[0.9996886,0.00001162312,0.00003595819,0.0001995544,0.0000208339,0.00004339574],"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":[0.000001093893,0.00002129,0.00006659729,0.000006552223,0.000004565366,0.000001110858,0.001060472,0.001298861,0.04910138,0.9401227,0.001992695,0.006322664],"study_design_scores_gemma":[0.0001539605,0.00002646879,0.0003530772,0.000002399755,0.000003522867,0.000001070591,0.00001350507,0.921201,0.05557484,0.01363142,0.00897338,0.00006533942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02661077,0.00004591982,0.9677052,0.003870895,0.00003131821,0.00006941753,0.000002240575,0.00007837426,0.001585852],"genre_scores_gemma":[0.982407,0.000005410999,0.01720846,0.0002797942,0.00003480565,0.00000571791,0.000004077737,0.000002096395,0.00005259585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9557963,"threshold_uncertainty_score":0.1360788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185963529973301,"score_gpt":0.2303464100247634,"score_spread":0.2084867747250304,"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."}}