{"id":"W2071186718","doi":"10.1002/jcd.20064","title":"Coloring 4‐cycle systems","year":2005,"lang":"en","type":"article","venue":"Journal of Combinatorial Designs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mathematics; Combinatorics; Chromatic scale; Partition (number theory); Monochromatic color; Integer (computer science); Graph; Order (exchange); Discrete mathematics; Physics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007077086,0.0001249711,0.0003002149,0.0001374253,0.00005560869,0.00006903135,0.0002256621,0.000091633,0.00002160025],"category_scores_gemma":[0.00003186406,0.0001133755,0.0001242946,0.0001583158,0.0000179385,0.0003055899,0.000008993837,0.0002386671,0.00004215361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106696,"about_ca_system_score_gemma":0.00002588529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001880915,"about_ca_topic_score_gemma":2.823282e-7,"domain_scores_codex":[0.9988654,0.00009037813,0.0005150927,0.00005655315,0.0002682253,0.0002044127],"domain_scores_gemma":[0.9993934,0.00009995173,0.0001398868,0.0001249313,0.0001108883,0.0001309553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002888278,0.0002922832,0.0006739941,0.0003074391,0.0006406432,0.0001709607,0.001451293,0.3532192,0.0837597,0.5325446,0.02258748,0.004063624],"study_design_scores_gemma":[0.01594047,0.002263877,0.00127624,0.001536194,0.0005032712,0.002300305,0.00177494,0.05906116,0.1099693,0.06947846,0.7335277,0.00236812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440373,0.003198773,0.007580886,0.00004232582,0.03128238,0.0002103451,0.000002383424,0.0001624775,0.01348318],"genre_scores_gemma":[0.9975329,0.00003743907,0.0001167051,0.000005937255,0.002218126,0.00000347823,1.888887e-7,0.00002582879,0.00005940946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7109402,"threshold_uncertainty_score":0.4623317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380909856485442,"score_gpt":0.2131662479066213,"score_spread":0.1993571493417669,"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."}}