{"id":"W4408731465","doi":"10.61091/um122-04","title":"Conjugating cyclic \\(n\\)-color compositions","year":2025,"lang":"en","type":"article","venue":"Utilitas Mathematica","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006967544,0.0003246565,0.0003853203,0.0009262529,0.001480743,0.001286281,0.0004293341,0.0004563481,0.004528533],"category_scores_gemma":[0.001980552,0.0002628315,0.0006743566,0.0006175652,0.001524173,0.002030488,0.00151521,0.0006786705,0.0008155137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007148826,"about_ca_system_score_gemma":0.0004996331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005171914,"about_ca_topic_score_gemma":0.000776563,"domain_scores_codex":[0.9992961,0.0001366231,0.00005768212,0.0001935551,0.0001853807,0.0001306647],"domain_scores_gemma":[0.9992265,0.0002425247,0.0001161635,0.0001592094,0.0001684196,0.00008719115],"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":[0.0000868269,0.00005815378,0.001832818,0.00005934512,0.00001426613,0.0002850136,0.0004099908,0.002073913,0.01569634,0.9486707,0.0008265425,0.02998611],"study_design_scores_gemma":[0.00003549904,0.0001255572,0.001729956,0.00004858849,0.00005108568,0.001428774,0.0003881242,0.02964788,0.04655972,0.8747974,0.04512683,0.00006053651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6170717,0.0004232894,0.2875634,0.0002237316,0.000237859,0.0001434042,0.0001606157,0.0003233727,0.09385262],"genre_scores_gemma":[0.8481655,0.0004666499,0.1225279,0.0002518593,0.0001627294,0.0001469324,0.0002503506,0.0002939401,0.02773419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004528533,"threshold_uncertainty_score":0.01514941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007920833715129102,"score_gpt":0.2956058835690597,"score_spread":0.2876850498539306,"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."}}