{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000752261,0.0006004628,0.0006292076,0.0008064877,0.0008481652,0.002133442,0.001098936,0.002065706,0.006899034],"category_scores_gemma":[0.002891639,0.0004384441,0.0009682757,0.0005284731,0.001668345,0.002501064,0.001605758,0.001313045,0.000511576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011044,"about_ca_system_score_gemma":0.0006923925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621251,"about_ca_topic_score_gemma":0.002215401,"domain_scores_codex":[0.9995279,0.0001879385,0.00002479924,0.00006547053,0.0001162107,0.00007769533],"domain_scores_gemma":[0.9987175,0.000692601,0.0001292313,0.0001656896,0.0001138311,0.0001811784],"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":[0.00001602895,0.00001338763,0.0003092707,0.00003126075,0.00001459902,0.0001342151,0.00009092959,0.04072946,0.0006848005,0.95604,0.0008896908,0.001046375],"study_design_scores_gemma":[0.00002370387,0.00001672117,0.0002349119,0.00001384153,0.00001326845,0.00009214213,0.0000681921,0.3248754,0.0001766383,0.672682,0.001790054,0.00001319543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.314801,0.001918207,0.4694047,0.01131455,0.0003915741,0.0001392646,0.0008273617,0.001285882,0.1999175],"genre_scores_gemma":[0.9726792,0.0004595336,0.01644545,0.0002932374,0.00006271015,0.0001088263,0.000159218,0.00005409861,0.009737854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006899034,"threshold_uncertainty_score":0.02307957,"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."}}