{"id":"W4404342410","doi":"10.48550/arxiv.2410.22607","title":"Packing Designs with large block size","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Block (permutation group theory); Block size; Computer science; Mathematics; Combinatorics; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239763,0.0007676914,0.0008326275,0.0007446848,0.0007833481,0.001614968,0.0008771991,0.001033421,0.005077425],"category_scores_gemma":[0.00691527,0.0008651534,0.0005776373,0.001250576,0.001190315,0.003518177,0.001777736,0.001225931,0.001429302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166291,"about_ca_system_score_gemma":0.001189501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323321,"about_ca_topic_score_gemma":0.0007717175,"domain_scores_codex":[0.9982912,0.000341558,0.0001444355,0.0003668043,0.0004848443,0.0003711373],"domain_scores_gemma":[0.9945914,0.002704216,0.00091082,0.00108936,0.0004194924,0.0002847358],"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":[0.001318925,0.0003887078,0.00359151,0.001015398,0.0001140107,0.0006673284,0.0008020357,0.2293896,0.08908162,0.4656705,0.01460472,0.1933558],"study_design_scores_gemma":[0.0002617631,0.00133506,0.001472754,0.0002324481,0.00009631726,0.001176298,0.0002090648,0.505978,0.05107266,0.4050905,0.032976,0.00009918922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3414328,0.002575286,0.6004785,0.001169384,0.0002386036,0.0002752075,0.0006540947,0.001825197,0.05135079],"genre_scores_gemma":[0.7522144,0.001613498,0.2307329,0.000494408,0.0002535354,0.0006948517,0.000782441,0.0002797602,0.01293418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005077425,"threshold_uncertainty_score":0.01698565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535588474645046,"score_gpt":0.1689414071708116,"score_spread":0.115382559706307,"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."}}