{"id":"W4390668661","doi":"10.1515/spma-2023-0107","title":"Refined inertias of positive and hollow positive patterns","year":2024,"lang":"en","type":"article","venue":"Special Matrices","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Physics; Mathematics; Crystallography; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006569667,0.00007749424,0.0001045184,0.0001105289,0.0000501159,0.0001503412,0.0002311511,0.00003106441,0.00003096577],"category_scores_gemma":[0.000006142391,0.00006738434,0.00004189277,0.000386518,0.00003012009,0.0002463215,0.0001449288,0.00005886492,0.00003898351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001385812,"about_ca_system_score_gemma":0.00002783927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085238,"about_ca_topic_score_gemma":0.00002657651,"domain_scores_codex":[0.9993712,0.0000194316,0.0001361053,0.000235046,0.0001321337,0.0001060296],"domain_scores_gemma":[0.9996327,0.00009086839,0.00003759795,0.0001658916,0.0000330246,0.00003997902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001297495,0.0001092696,0.001493717,0.0001494723,0.00009214989,0.0001223748,0.004226531,0.000004906718,0.01901399,0.6788472,0.003519136,0.2924083],"study_design_scores_gemma":[0.00117629,0.0007483863,0.6944423,0.0008379575,0.0002418461,0.0002283288,0.000554324,0.03975961,0.1395524,0.03948786,0.08145768,0.001513013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299344,0.003038676,0.1274972,0.00461694,0.0007972714,0.0004045776,0.000206524,0.000352374,0.03315211],"genre_scores_gemma":[0.997056,0.0000887698,0.002058229,0.00005803107,0.0004449776,0.000007176054,0.000009720526,0.000005935654,0.0002711435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929486,"threshold_uncertainty_score":0.2747853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006289512490943663,"score_gpt":0.2335924154572971,"score_spread":0.2273029029663535,"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."}}