{"id":"W3028993401","doi":"10.1002/jcd.21762","title":"The localization number of designs","year":2020,"lang":"en","type":"preprint","venue":"Journal of Combinatorial Designs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Affine transformation; Combinatorics; Mathematics; Graph; Block design; Discrete mathematics; Projective plane; Incidence (geometry); Computer science; Pure mathematics; Geometry; Correlation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550047,0.0008419689,0.000790416,0.001484163,0.001023277,0.001874931,0.001149403,0.00112565,0.01195239],"category_scores_gemma":[0.012423,0.0007838345,0.0006033087,0.000896159,0.00224475,0.004045295,0.001753469,0.00137659,0.00120629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181818,"about_ca_system_score_gemma":0.0007496082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352621,"about_ca_topic_score_gemma":0.0006974815,"domain_scores_codex":[0.9981067,0.0006711597,0.00008684296,0.000371526,0.0003850861,0.0003786691],"domain_scores_gemma":[0.9863187,0.008461339,0.001933752,0.001338308,0.00113364,0.0008142729],"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":[0.001430318,0.0003827972,0.01247877,0.0007855622,0.0001300934,0.0007996474,0.001207414,0.2966686,0.05934074,0.5473907,0.00670979,0.07267563],"study_design_scores_gemma":[0.0002914562,0.001219281,0.005531781,0.0002436488,0.0001695211,0.001337997,0.0008302917,0.4932891,0.06511552,0.4183956,0.01344911,0.0001266665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6184786,0.0006748351,0.3446967,0.001118989,0.00005487877,0.0001414499,0.0005505352,0.0008432555,0.03344087],"genre_scores_gemma":[0.9730297,0.0003149809,0.02014075,0.0001295488,0.00002588145,0.0001587395,0.0003180373,0.0001366513,0.005745656],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01195239,"threshold_uncertainty_score":0.03998476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053540749427321,"score_gpt":0.2584612004419536,"score_spread":0.2279257929476804,"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."}}