{"id":"W4410382679","doi":"10.1002/jcd.21988","title":"How to Burn a Latin Square","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Designs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Latin square; Mathematics; Square (algebra); Combinatorics; Statistics; Geometry; Food science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004257924,0.0001165875,0.0002735377,0.000248109,0.00004689476,0.0001066813,0.0002285612,0.0000832029,0.00001219587],"category_scores_gemma":[0.0001206073,0.0001033121,0.0001331052,0.0003895543,0.00001105598,0.0001365889,0.00001415377,0.0002096121,0.000008574497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006220943,"about_ca_system_score_gemma":0.00003690662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.410842e-7,"about_ca_topic_score_gemma":5.122198e-7,"domain_scores_codex":[0.9991973,0.00008104603,0.0003029399,0.00006061059,0.0001926944,0.0001654041],"domain_scores_gemma":[0.9994303,0.0001102344,0.00006951467,0.000135462,0.0001460067,0.0001084838],"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":[0.0004034556,0.0001818006,0.001633111,0.0003612906,0.0005552788,0.0001616265,0.001523745,0.006138056,0.08650037,0.8051975,0.09143304,0.005910733],"study_design_scores_gemma":[0.006681829,0.001679117,0.003359422,0.001556476,0.000255957,0.00009632071,0.001563031,0.001034425,0.08480284,0.498543,0.3995143,0.0009132619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7839823,0.001691686,0.141017,0.001522305,0.05110296,0.0006038326,0.000007682345,0.0002357406,0.01983643],"genre_scores_gemma":[0.9988248,0.000007395985,0.0002337905,0.00003337069,0.0004473671,0.000003894156,2.133184e-7,0.00001391512,0.0004352847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080812,"threshold_uncertainty_score":0.4212946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400272656217037,"score_gpt":0.2253450528696484,"score_spread":0.211342326307478,"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."}}