{"id":"W1982048527","doi":"10.1002/jcd.20288","title":"Generalized covering designs and clique coverings","year":2011,"lang":"en","type":"article","venue":"Journal of Combinatorial Designs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Metropolitan University; University of Regina","funders":"","keywords":"Mathematics; Generalization; Clique; Combinatorics; Class (philosophy); Combinatorial design; Discrete mathematics; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0007179506,0.0001816463,0.0003796472,0.0001481246,0.00006309271,0.00004847845,0.0001995257,0.0001268159,0.0000524446],"category_scores_gemma":[0.00004787776,0.0001678799,0.0001235403,0.0001363557,0.00004457575,0.0003288465,0.00002088815,0.0002542679,0.000006502455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004985608,"about_ca_system_score_gemma":0.0000328033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009651981,"about_ca_topic_score_gemma":5.321363e-7,"domain_scores_codex":[0.9988553,0.0001233802,0.0005023949,0.00009074842,0.0001990018,0.0002291914],"domain_scores_gemma":[0.999336,0.00008623926,0.0001652644,0.0001347378,0.0001001023,0.0001776542],"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":[0.001226932,0.0002459359,0.003924211,0.0003688878,0.0008421619,0.0004609811,0.005989647,0.001272747,0.2670222,0.7129447,0.003964663,0.001736971],"study_design_scores_gemma":[0.01310413,0.003129645,0.006555588,0.0007029507,0.0004463713,0.001713165,0.0005742802,0.002174372,0.3734201,0.572625,0.0237329,0.001821534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693301,0.000737266,0.0205449,0.000006027525,0.005772912,0.0001406278,0.000002183852,0.00007898925,0.003386962],"genre_scores_gemma":[0.9980577,0.0001817004,0.001327652,0.00001859033,0.0003486562,0.000003730739,2.6699e-7,0.00003682379,0.00002487472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403197,"threshold_uncertainty_score":0.6845945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352675518526096,"score_gpt":0.2189030182884409,"score_spread":0.1836354664358313,"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."}}