{"id":"W4414086407","doi":"10.1002/jcd.22004","title":"Steiner Triple Systems With High Discrepancy","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Designs","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Steiner system; Mathematical proof; Combinatorial proof; Order (exchange); Combinatorial design; Type (biology)","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":[0.0007892292,0.0001734802,0.0005283168,0.0002117364,0.0001720635,0.00007528803,0.000351696,0.0001125476,0.00002259705],"category_scores_gemma":[0.0003428081,0.0001055022,0.0001447101,0.0002933552,0.00007106869,0.0001586882,0.00004846007,0.0003102478,8.36697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006912935,"about_ca_system_score_gemma":0.0001593408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009369116,"about_ca_topic_score_gemma":5.671569e-7,"domain_scores_codex":[0.9984043,0.00022903,0.0006191789,0.0001143864,0.0004309043,0.000202159],"domain_scores_gemma":[0.9982408,0.0005109596,0.000497292,0.0002938048,0.0003717151,0.0000854255],"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":[0.0005147445,0.000121174,0.0003748054,0.00009008677,0.0002649315,0.00004289776,0.0001604803,0.00001408853,0.0001737767,0.9905807,0.00752075,0.0001415093],"study_design_scores_gemma":[0.003260755,0.0006149531,0.0003554609,0.000312823,0.0002333229,0.00006269841,0.000148053,0.00001693085,0.0009376256,0.9883452,0.005563886,0.0001482972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910223,0.001517404,0.0416365,0.000479144,0.0446437,0.0008710298,0.00001275696,0.00009568602,0.01972147],"genre_scores_gemma":[0.9954036,0.00001861624,0.002395747,0.00002831521,0.0006341853,0.000004409971,3.891851e-7,0.00002069702,0.001494027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043813,"threshold_uncertainty_score":0.4302255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312655991804681,"score_gpt":0.2846814135717978,"score_spread":0.261554853653751,"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."}}