{"id":"W2306066718","doi":"10.5802/alco.103","title":"Parity of transversals of Latin squares","year":2020,"lang":"lv","type":"article","venue":"Algebraic Combinatorics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Latin square; Parity (physics); Congruence relation; Modulo; Diagonal; Order (exchange); Matrix (chemical analysis)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003296893,0.0002973404,0.0007812201,0.0001246148,0.00004499324,0.00001399265,0.000428958,0.0002510442,0.0001766526],"category_scores_gemma":[0.0001446299,0.0003349791,0.0003067334,0.001197713,0.0001236131,0.0001091389,0.00005499951,0.0003276859,0.00004168409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002764999,"about_ca_system_score_gemma":0.00005351464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489757,"about_ca_topic_score_gemma":0.000002944106,"domain_scores_codex":[0.997997,0.0001714447,0.000856696,0.0002672389,0.0003871114,0.0003205515],"domain_scores_gemma":[0.9987222,0.0003135064,0.000238714,0.0003986811,0.0001222716,0.00020463],"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":[0.00007118054,0.00024056,0.008766245,0.003933839,0.0003847386,0.00001419923,0.009811356,0.0006586187,0.007615255,0.9665004,0.001128926,0.0008746604],"study_design_scores_gemma":[0.01243478,0.004696297,0.03153979,0.002199828,0.001790208,0.00001615443,0.009668839,0.02820841,0.3305157,0.5468264,0.02854932,0.003554201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866687,0.004933697,0.001026733,0.000354145,0.001277683,0.0003763534,0.0001178795,0.0001327192,0.005112092],"genre_scores_gemma":[0.9995993,0.0001597029,0.00002781823,0.00003243164,0.00005466889,0.000005988249,0.00001290136,0.00004842839,0.00005880136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419674,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137300143909144,"score_gpt":0.2033888193432554,"score_spread":0.1820158179041639,"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."}}