{"id":"W2974476133","doi":"10.48550/arxiv.1909.07580","title":"Design Theory and Some Non-simple Forbidden Configurations","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Column (typography); Combinatorics; Permutation (music); Matrix (chemical analysis); Simple (philosophy); Mathematics; Permutation matrix; Physics; Geometry; Chromatography; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003678607,0.000269795,0.0003017962,0.000178771,0.00009538713,0.00005661017,0.0003218648,0.0002921087,0.00007944074],"category_scores_gemma":[0.00001104683,0.0003134347,0.0001073963,0.0001306046,0.00007741996,0.0001984542,0.0001582015,0.0003689606,0.0001447056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000595829,"about_ca_system_score_gemma":0.00004016603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001518578,"about_ca_topic_score_gemma":0.000004369013,"domain_scores_codex":[0.9989917,0.0001672624,0.0001491673,0.0004048432,0.00003863117,0.0002483755],"domain_scores_gemma":[0.9990237,0.0002180345,0.00006385049,0.0005521118,0.00003902477,0.0001032482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004562949,0.00001414695,0.0002931207,0.0002537148,0.0002282601,0.00004529585,0.0003888878,0.5623475,0.0007929413,0.43483,0.0006597362,0.0001007663],"study_design_scores_gemma":[0.0008622849,0.0000626723,0.001001216,0.0001843042,0.0002699783,0.00001060415,0.0008827147,0.3217104,0.001471808,0.6715089,0.001049228,0.0009858746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5596928,0.0002709809,0.4313979,0.000004399973,0.000657949,0.0005915927,0.00004388676,0.0002924918,0.007048069],"genre_scores_gemma":[0.9981862,0.0001963435,0.00003858343,0.00002106499,0.00007138399,0.000002697021,0.00003042527,0.00004026142,0.001412982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4384935,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431820182060095,"score_gpt":0.1647562464586046,"score_spread":0.1215742282525951,"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."}}