{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007001485,0.0002346512,0.0003351651,0.0005061593,0.0009543187,0.001072282,0.0007390111,0.0006928232,0.006545668],"category_scores_gemma":[0.003615369,0.0003255646,0.0003249432,0.0004640911,0.001606987,0.003030285,0.001022615,0.000738016,0.0008288682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215289,"about_ca_system_score_gemma":0.0003523694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280405,"about_ca_topic_score_gemma":0.0007840556,"domain_scores_codex":[0.9994266,0.0001573401,0.00003181905,0.0001309304,0.0001357563,0.0001176188],"domain_scores_gemma":[0.9980843,0.0007924217,0.0002638187,0.0004977535,0.0002131804,0.0001485185],"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":[0.0005757267,0.0001480287,0.006206568,0.0002914635,0.00007005197,0.0006566008,0.001147474,0.1102319,0.08632108,0.6852261,0.002959569,0.1061655],"study_design_scores_gemma":[0.00005149746,0.0003280425,0.001420819,0.0001003109,0.00003748314,0.0007276986,0.001088152,0.3594631,0.07034596,0.5447621,0.021617,0.00005780927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5807196,0.0004062652,0.3908285,0.0005671727,0.0001287508,0.0001101339,0.00007998734,0.0004143463,0.0267453],"genre_scores_gemma":[0.8913427,0.0001878422,0.09689588,0.0001903416,0.00003001196,0.00008317723,0.00009001411,0.0001524437,0.0110276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006545668,"threshold_uncertainty_score":0.02189744,"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."}}