{"id":"W4413321771","doi":"10.1109/cog64752.2025.11114382","title":"The Maximum Number of Sets for 12 Cards is 14","year":2025,"lang":"en","type":"article","venue":"","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220567,0.0006337902,0.0006006549,0.001066849,0.001645759,0.002300967,0.001788459,0.0008380585,0.01560268],"category_scores_gemma":[0.006864191,0.000576426,0.001482419,0.0009439268,0.002007406,0.004290155,0.001434612,0.001768512,0.001098098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004624,"about_ca_system_score_gemma":0.001414767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133881,"about_ca_topic_score_gemma":0.002030342,"domain_scores_codex":[0.9987902,0.0002221984,0.00006812806,0.0002678887,0.00034597,0.0003055904],"domain_scores_gemma":[0.9950362,0.00309986,0.0006213877,0.0005431456,0.0003562647,0.0003430852],"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":[0.001042137,0.0003515065,0.009241044,0.0004413819,0.0001736026,0.0002984577,0.0004826414,0.09659872,0.01873562,0.7789124,0.01046657,0.08325597],"study_design_scores_gemma":[0.0001205135,0.0003634742,0.003760854,0.0001194468,0.00009827697,0.0005823926,0.0003320435,0.2227935,0.03375424,0.7156645,0.0223272,0.00008359443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6309794,0.0003923607,0.2993408,0.001951484,0.0001513274,0.0002141587,0.001619502,0.0006379521,0.06471304],"genre_scores_gemma":[0.8576274,0.0002117536,0.1324855,0.0002098428,0.00006223129,0.0001679404,0.0007007213,0.0001516519,0.008382794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560268,"threshold_uncertainty_score":0.05219615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007046278518834364,"score_gpt":0.2410048394261597,"score_spread":0.2339585609073254,"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."}}