{"id":"W4400596751","doi":"10.55016/ojs/cdm.v15i1.62708","title":"Latin Squares and their Bruhat Order","year":2020,"lang":"en","type":"article","venue":"Contributions to Discrete Mathematics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Latin square; Mathematics; Combinatorics; Class (philosophy); Order (exchange); Relation (database); Cover (algebra); Computer science; Biology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033615,0.0001521902,0.0002259964,0.00004800277,0.00009742911,0.00006631247,0.0001117642,0.00005699637,0.00005414455],"category_scores_gemma":[0.0002217472,0.0001216001,0.00004603628,0.0003477457,0.00003239127,0.00006345233,0.00004255418,0.00009515094,0.0001103027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001635638,"about_ca_system_score_gemma":0.00000739366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001095307,"about_ca_topic_score_gemma":0.000002401009,"domain_scores_codex":[0.9993709,0.00002062547,0.00022045,0.0001171397,0.00006751231,0.0002033107],"domain_scores_gemma":[0.9994489,0.0001039169,0.00002198626,0.000175757,0.00006506499,0.0001843607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002374527,0.00006490391,0.0004022395,0.001136673,0.0003676893,0.00001032069,0.03611978,0.008161978,0.03883358,0.8978299,0.01416185,0.002887381],"study_design_scores_gemma":[0.002589713,0.0004159515,0.00135075,0.0007401606,0.0002281155,0.00004641788,0.01850666,0.6922557,0.03782072,0.1179321,0.1257922,0.002321393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.389124,0.001034626,0.5986108,0.002592335,0.0001891211,0.000791216,0.0007438149,0.0008255029,0.006088533],"genre_scores_gemma":[0.9985318,0.00001204643,0.001081144,0.0001338115,0.00007332941,0.0000389612,0.00001648296,0.00002383406,0.00008863134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7798977,"threshold_uncertainty_score":0.4958708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050787619489485,"score_gpt":0.2220730865490173,"score_spread":0.2115652103541225,"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."}}