{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000450647,0.00014526,0.0001282545,0.00007820807,0.00006126165,0.00008669995,0.0008833106,0.0001484051,0.001574858],"category_scores_gemma":[0.000001290614,0.0001272878,0.0001126672,0.00003043346,0.00007513232,0.00007052521,0.0002950907,0.0001182735,0.004605617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674918,"about_ca_system_score_gemma":0.00003451699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002996457,"about_ca_topic_score_gemma":0.000009018801,"domain_scores_codex":[0.9991916,0.000002503886,0.0001443433,0.0003690957,0.0001692849,0.0001231359],"domain_scores_gemma":[0.9989278,0.00002096297,0.00005248718,0.0008824615,0.00004373832,0.00007259136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[9.215771e-8,0.000004209227,1.855187e-7,0.000002098954,0.000008156335,0.00000279157,0.00001122729,3.927429e-8,0.00002308389,0.9739357,0.02023051,0.005781851],"study_design_scores_gemma":[0.0000279896,0.00001235496,0.000004237234,0.000007846616,0.000005147983,0.00001121339,2.291491e-7,0.005621082,0.00003895394,0.4355224,0.5585977,0.0001508143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003907596,0.00003591499,0.3044637,0.0002504257,0.00009717369,0.00007403712,0.000003524601,0.000274415,0.6947969],"genre_scores_gemma":[0.0006270673,0.0000198807,0.02326516,0.0002789516,0.00007143631,0.00000679786,0.00002662965,0.00001631274,0.9756877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5384134,"threshold_uncertainty_score":0.9993379,"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."}}