{"id":"W4386092022","doi":"10.1007/s11139-023-00760-y","title":"Exact values and lower bounds on the n-color weak Schur numbers for $$n=2,3$$","year":2023,"lang":"lv","type":"article","venue":"The Ramanujan Journal","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Universidad de Sevilla","keywords":"Algorithm; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004735259,0.0005745331,0.0006923681,0.0001615955,0.002175124,0.000884939,0.001121924,0.0002315781,0.0002182007],"category_scores_gemma":[0.003672727,0.000319732,0.000425292,0.0005033551,0.0005154692,0.0002590702,0.0003018637,0.001364389,0.0004888446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146954,"about_ca_system_score_gemma":0.000180047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001931206,"about_ca_topic_score_gemma":0.000002942906,"domain_scores_codex":[0.996285,0.0004804839,0.0009460009,0.0003727491,0.0009026123,0.001013111],"domain_scores_gemma":[0.98972,0.007868459,0.0008549401,0.001027337,0.0002607368,0.0002685017],"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":[0.0007101492,0.0004985697,0.0000283124,0.000498482,0.0009324805,0.0000828124,0.01207276,0.0002329258,0.0004584084,0.8129151,0.1675427,0.004027275],"study_design_scores_gemma":[0.001604966,0.0008099642,0.00006370059,0.0006840657,0.0004013494,0.0003026873,0.006600559,0.004369752,0.0004218601,0.9680854,0.01623059,0.0004251165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536581,0.000562939,0.004320385,0.0230553,0.008342033,0.002566051,0.00005633467,0.0002678703,0.007171009],"genre_scores_gemma":[0.9568844,0.001166774,0.004350862,0.0008345757,0.004949167,0.0002049868,0.000005135712,0.0004400405,0.03116403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551702,"threshold_uncertainty_score":0.9999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767417311132793,"score_gpt":0.325649523563605,"score_spread":0.2779753504522771,"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."}}