{"id":"W193563330","doi":"","title":"On A Characterization of Balanced Matroids.","year":2001,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Matroid; Characterization (materials science); Mathematics; Combinatorics; Nanotechnology; Materials science","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":[0.00006445012,0.00008169754,0.0001229754,0.00005503487,0.00004179442,0.00001947004,0.0003677159,0.00003496311,0.00001593095],"category_scores_gemma":[0.00002381142,0.00007459206,0.00003395118,0.0003182085,0.0000188668,0.0002450319,0.00006179034,0.00006226254,0.00005310936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001879801,"about_ca_system_score_gemma":0.00001491817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001358478,"about_ca_topic_score_gemma":1.441082e-7,"domain_scores_codex":[0.9993407,0.0000262654,0.0001421338,0.0001864905,0.0001545345,0.0001498523],"domain_scores_gemma":[0.9994379,0.00003936764,0.00009185675,0.0003435914,0.00004588057,0.00004143555],"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":[0.000008319066,0.00007083764,0.0008104139,0.000003239312,0.000003361906,0.000007078873,0.00006931671,0.00001081923,0.02111318,0.9739669,0.00003507587,0.003901434],"study_design_scores_gemma":[0.000653,0.0002458478,0.03133645,0.00002209671,0.000002139249,0.000008065248,0.000003282213,0.002749938,0.009499519,0.9545746,0.0007604862,0.0001446148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724319,0.00001058054,0.0242519,0.0002222205,0.0008345795,0.00008556907,8.084921e-7,0.0001016566,0.002060768],"genre_scores_gemma":[0.9988357,0.00001850752,0.0007476032,0.0002215874,0.000004553935,0.000006626101,0.00000435216,0.000005340472,0.0001557484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03052604,"threshold_uncertainty_score":0.3041776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008279321690776286,"score_gpt":0.2237761111528669,"score_spread":0.2154967894620906,"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."}}