{"id":"W415000","doi":"","title":"Product constructions for critical sets in latin squares","year":2003,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Latin square; Product (mathematics); Geometry; Food science; Chemistry","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":[0.001459704,0.0002084022,0.0005683666,0.0002647028,0.0001448547,0.0001100157,0.0001524478,0.0001092772,0.000005121777],"category_scores_gemma":[0.001083577,0.0001992237,0.0001294728,0.0003113624,0.00008206519,0.0001481476,0.00002080761,0.0003358611,8.20899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005747177,"about_ca_system_score_gemma":0.00006001268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000102513,"about_ca_topic_score_gemma":3.240852e-7,"domain_scores_codex":[0.9982806,0.0001020137,0.0009349633,0.0001328155,0.0002508477,0.0002987979],"domain_scores_gemma":[0.9982836,0.000986952,0.0002078595,0.0001450475,0.0002537438,0.0001228409],"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":[0.00002198382,0.000155934,0.000296835,0.0003790562,0.00004352479,0.000007311472,0.0006691094,0.0002968844,0.0005026947,0.9970869,0.000122475,0.0004173217],"study_design_scores_gemma":[0.002974957,0.0002834726,0.00006638718,0.0003763173,0.00005179783,0.0001758011,0.000732462,0.005605634,0.001897967,0.9863644,0.001202517,0.0002683019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628158,0.0007258618,0.007427466,0.00004148885,0.02660592,0.0004093122,0.000004322013,0.0000591064,0.001910789],"genre_scores_gemma":[0.9935429,0.00001156914,0.005920747,0.000003657131,0.0004814693,0.000005246102,4.700532e-7,0.00003215491,0.000001847228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307271,"threshold_uncertainty_score":0.8124108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331196713978295,"score_gpt":0.2513491557138496,"score_spread":0.2380371885740666,"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."}}