{"id":"W4244068002","doi":"10.1090/crmp/043","title":"Additive Combinatorics","year":2007,"lang":"en","type":"book","venue":"CRM proceedings & lecture notes","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Combinatorics; Algebraic combinatorics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918786,0.001024908,0.0008476885,0.002065219,0.001653951,0.003824424,0.001065437,0.0006241855,0.03996833],"category_scores_gemma":[0.000905233,0.0005518487,0.0007655917,0.002645025,0.002073044,0.004329286,0.002176414,0.003414334,0.01401598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708112,"about_ca_system_score_gemma":0.0007302726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000745469,"about_ca_topic_score_gemma":0.0009628944,"domain_scores_codex":[0.9994475,0.00008497128,0.00002144967,0.0001147172,0.0002611291,0.00007021221],"domain_scores_gemma":[0.9996799,0.00008057187,0.00001859904,0.0001156006,0.00006917154,0.00003621974],"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":[0.000008606851,0.00001230614,0.0000516002,0.00005418252,0.000005917456,0.00001581548,0.00007128546,0.000263619,0.0002171004,0.9400803,0.02721127,0.03200807],"study_design_scores_gemma":[0.000004728427,0.000006764708,0.0001446389,0.00003384736,0.00001101174,0.0001210352,0.00004765106,0.0005658763,0.0003846792,0.8384777,0.1601952,0.000006787695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007446591,0.006778161,0.05302663,0.00269495,0.001374203,0.00002863479,0.0005653736,0.0007020503,0.9273834],"genre_scores_gemma":[0.2829955,0.01042083,0.03210067,0.001937255,0.002900253,0.0001655839,0.001729468,0.001185131,0.6665653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03996833,"threshold_uncertainty_score":0.1337074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178130846305454,"score_gpt":0.2244651793479022,"score_spread":0.2126838708848477,"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."}}