{"id":"W4246995854","doi":"10.1007/978-1-4939-7131-2_100303","title":"Dynamical Graphs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":[0.00008948116,0.0007006874,0.0002980161,0.001069212,0.0005789362,0.001362849,0.0004608095,0.0004835535,0.03303755],"category_scores_gemma":[0.0004380978,0.0002337294,0.0002741662,0.0008873512,0.0008972257,0.001631213,0.0007732652,0.0009040178,0.01042891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008994392,"about_ca_system_score_gemma":0.0004635062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150329,"about_ca_topic_score_gemma":0.001308671,"domain_scores_codex":[0.9998959,0.00001826284,0.000003690785,0.00002949716,0.00004206313,0.00001053008],"domain_scores_gemma":[0.9999131,0.00002245889,0.000004988225,0.00002177529,0.00002695084,0.00001075706],"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":[0.00000317077,0.00000647135,0.00002478154,0.00005512726,0.000003454008,0.00001924493,0.00006594045,0.001341697,0.0005415285,0.9191144,0.03592575,0.04289842],"study_design_scores_gemma":[0.000003129117,0.000004907323,0.00006176759,0.00003603201,0.000003750087,0.00006023774,0.00003419634,0.002106323,0.0003963349,0.6809239,0.3163636,0.000005886425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004568421,0.005248618,0.07363353,0.001719149,0.001604758,0.00004992572,0.0005084198,0.0004421029,0.9122251],"genre_scores_gemma":[0.1329286,0.01241129,0.02854628,0.0009419268,0.001324145,0.0002114282,0.001768484,0.0006421919,0.8212257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03303755,"threshold_uncertainty_score":0.1105216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360464788748311,"score_gpt":0.2239169115398457,"score_spread":0.2103122636523626,"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."}}