{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105528,0.0006799858,0.0005377347,0.0009979516,0.001612898,0.001906579,0.001090297,0.001330315,0.01151126],"category_scores_gemma":[0.003739443,0.0005527131,0.0008802736,0.0009037335,0.002588036,0.002169261,0.001427017,0.00156615,0.001646048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264238,"about_ca_system_score_gemma":0.0008965894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734174,"about_ca_topic_score_gemma":0.0009237794,"domain_scores_codex":[0.9983168,0.0005029876,0.0001051282,0.00034273,0.0004759147,0.0002565862],"domain_scores_gemma":[0.9974528,0.001238952,0.0003018441,0.0004372144,0.0003981596,0.0001709536],"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":[0.0000354196,0.00002377261,0.0001871525,0.00005084119,0.000009010055,0.0001295258,0.0001126929,0.007009082,0.0007404044,0.9821202,0.001235728,0.008346213],"study_design_scores_gemma":[0.00002641648,0.00004704165,0.00009332145,0.00002291635,0.000008520755,0.0001753861,0.00005674469,0.02845132,0.0007541224,0.965039,0.005310253,0.00001492225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1974317,0.0005819231,0.6467223,0.001815811,0.0003094795,0.0001447537,0.0004722115,0.0005562329,0.1519657],"genre_scores_gemma":[0.8561978,0.000304683,0.1042897,0.0004897516,0.0001351925,0.0003590717,0.0003824221,0.00009845239,0.03774291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01151126,"threshold_uncertainty_score":0.03850901,"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."}}