{"id":"W4244155401","doi":"10.1145/1466390.1466393","title":"Combinatorial designs","year":2008,"lang":"en","type":"article","venue":"ACM SIGACT News","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Computer science; World Wide Web; Information retrieval","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":[0.00007386046,0.0001133529,0.0001410039,0.00004399514,0.00007947823,0.00001167835,0.0002529318,0.00007474935,0.00009847077],"category_scores_gemma":[0.00005089111,0.0001092378,0.00006550238,0.0001308222,0.00002768138,0.00009964913,0.0000212279,0.0001113537,0.0003581978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001901988,"about_ca_system_score_gemma":0.000009722605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001819236,"about_ca_topic_score_gemma":0.000002836713,"domain_scores_codex":[0.9994244,0.00003446922,0.0001425749,0.00009846012,0.0001019348,0.0001981922],"domain_scores_gemma":[0.999407,0.00008865249,0.00001485203,0.0004008349,0.00001190586,0.00007674949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002274026,0.0004172805,0.04948686,0.0003494654,0.0007041059,0.0008460638,0.01199545,0.006428971,0.2988536,0.2548229,0.3577215,0.01814641],"study_design_scores_gemma":[0.005506487,0.0005182537,0.01485492,0.000123597,0.00008708408,0.0005288435,0.0007762448,0.001632931,0.1818451,0.1490129,0.6427295,0.002384138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678447,0.0002344329,0.0005093103,0.00002743616,0.002512174,0.0001256116,0.000002478231,0.0004662582,0.02827766],"genre_scores_gemma":[0.999301,0.00003850881,0.00009575101,0.00003966145,0.0002977763,0.00001366874,0.000003230958,0.00002610456,0.0001843153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285008,"threshold_uncertainty_score":0.4604027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345425073650395,"score_gpt":0.2174117216361128,"score_spread":0.1839574708996088,"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."}}